Profiling Report - IMBD Dataset

Dataset statistics

Number of variables	28
Number of observations	5043
Missing cells	2407
Missing cells (%)	1.7%
Duplicate rows	45
Duplicate rows (%)	0.9%
Total size in memory	1.1 MiB
Average record size in memory	224.0 B

Variable types

Categorical	3
Text	9
Numeric	16

Alerts

Dataset has 45 (0.9%) duplicate rows	Duplicates
`color` is highly imbalanced (75.0%)	Imbalance
`language` is highly imbalanced (88.8%)	Imbalance
`content_rating` is highly imbalanced (50.4%)	Imbalance
`director_name` has 104 (2.1%) missing values	Missing
`director_fb_likes` has 104 (2.1%) missing values	Missing
`gross` has 677 (13.4%) missing values	Missing
`plot_keywords` has 153 (3.0%) missing values	Missing
`content_rating` has 303 (6.0%) missing values	Missing
`budget` has 406 (8.1%) missing values	Missing
`title_year` has 108 (2.1%) missing values	Missing
`aspect_ratio` has 329 (6.5%) missing values	Missing
`budget` is highly skewed (γ1 = 48.57751667)	Skewed
`director_fb_likes` has 907 (18.0%) zeros	Zeros
`actor_3_fb_likes` has 89 (1.8%) zeros	Zeros
`facenumber_in_poster` has 2152 (42.7%) zeros	Zeros
`actor_2_fb_likes` has 55 (1.1%) zeros	Zeros
`movie_fb_likes` has 2181 (43.2%) zeros	Zeros

Reproduction

Analysis started	2024-04-11 08:25:56.538880
Analysis finished	2024-04-11 08:26:42.407698
Duration	45.87 seconds
Software version	ydata-profiling vv4.7.0
Download configuration	config.json

color
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	19
Missing (%)	0.4%
Memory size	39.5 KiB

Color	4815
Black and White	209

Length

Max length	16
Median length	5
Mean length	5.4576035
Min length	5

Characters and Unicode

Total characters	27419
Distinct characters	16
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Color
2nd row	Color
3rd row	Color
4th row	Color
5th row	Color

Common Values

Value	Count	Frequency (%)
Color	4815	95.5%
Black and White	209	4.1%
(Missing)	19	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
color	4815	88.5%
black	209	3.8%
and	209	3.8%
white	209	3.8%

Most occurring characters

Value	Count	Frequency (%)
o	9630	35.1%
l	5024	18.3%
C	4815	17.6%
r	4815	17.6%
	627	2.3%
a	418	1.5%
B	209	0.8%
c	209	0.8%
k	209	0.8%
n	209	0.8%
Other values (6)	1254	4.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	27419	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	9630	35.1%
l	5024	18.3%
C	4815	17.6%
r	4815	17.6%
	627	2.3%
a	418	1.5%
B	209	0.8%
c	209	0.8%
k	209	0.8%
n	209	0.8%
Other values (6)	1254	4.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	27419	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	9630	35.1%
l	5024	18.3%
C	4815	17.6%
r	4815	17.6%
	627	2.3%
a	418	1.5%
B	209	0.8%
c	209	0.8%
k	209	0.8%
n	209	0.8%
Other values (6)	1254	4.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	27419	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	9630	35.1%
l	5024	18.3%
C	4815	17.6%
r	4815	17.6%
	627	2.3%
a	418	1.5%
B	209	0.8%
c	209	0.8%
k	209	0.8%
n	209	0.8%
Other values (6)	1254	4.6%

director_name
Text

MISSING

Distinct	2398
Distinct (%)	48.6%
Missing	104
Missing (%)	2.1%
Memory size	39.5 KiB

Length

Max length	32
Median length	24
Mean length	13.084835
Min length	3

Characters and Unicode

Total characters	64626
Distinct characters	76
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1504 ?
Unique (%)	30.5%

Sample

1st row	James Cameron
2nd row	Gore Verbinski
3rd row	Sam Mendes
4th row	Christopher Nolan
5th row	Doug Walker

Value	Count	Frequency (%)
john	180	1.8%
david	150	1.5%
michael	127	1.2%
james	87	0.8%
peter	85	0.8%
robert	84	0.8%
paul	81	0.8%
richard	80	0.8%
scott	65	0.6%
lee	58	0.6%
Other values (2966)	9277	90.3%

Most occurring characters

Value	Count	Frequency (%)
e	6097	9.4%
	5335	8.3%
a	5278	8.2%
n	4658	7.2%
r	4447	6.9%
o	3794	5.9%
i	3693	5.7%
l	2970	4.6%
t	2321	3.6%
s	2089	3.2%
Other values (66)	23944	37.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	64626	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	6097	9.4%
	5335	8.3%
a	5278	8.2%
n	4658	7.2%
r	4447	6.9%
o	3794	5.9%
i	3693	5.7%
l	2970	4.6%
t	2321	3.6%
s	2089	3.2%
Other values (66)	23944	37.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	64626	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	6097	9.4%
	5335	8.3%
a	5278	8.2%
n	4658	7.2%
r	4447	6.9%
o	3794	5.9%
i	3693	5.7%
l	2970	4.6%
t	2321	3.6%
s	2089	3.2%
Other values (66)	23944	37.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	64626	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	6097	9.4%
	5335	8.3%
a	5278	8.2%
n	4658	7.2%
r	4447	6.9%
o	3794	5.9%
i	3693	5.7%
l	2970	4.6%
t	2321	3.6%
s	2089	3.2%
Other values (66)	23944	37.1%

num_critic_for_reviews
Real number (ℝ)

Distinct	528
Distinct (%)	10.6%
Missing	50
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	140.19427

Minimum	1
Maximum	813
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Dataset statistics

Number of variables	28
Number of observations	5043
Missing cells	2405
Missing cells (%)	1.7%
Duplicate rows	45
Duplicate rows (%)	0.9%
Total size in memory	1.1 MiB
Average record size in memory	224.0 B

Variable types

Categorical	3
Text	9
Numeric	16

Alerts

Dataset has 45 (0.9%) duplicate rows	Duplicates
`actor_1_fb_likes` is highly overall correlated with `actor_2_fb_likes` and 2 other fields	High correlation
`actor_2_fb_likes` is highly overall correlated with `actor_1_fb_likes` and 2 other fields	High correlation
`actor_3_fb_likes` is highly overall correlated with `actor_1_fb_likes` and 2 other fields	High correlation
`aspect_ratio` is highly overall correlated with `content_rating`	High correlation
`budget` is highly overall correlated with `gross` and 2 other fields	High correlation
`cast_total_fb_likes` is highly overall correlated with `actor_1_fb_likes` and 2 other fields	High correlation
`content_rating` is highly overall correlated with `aspect_ratio`	High correlation
`gross` is highly overall correlated with `budget` and 2 other fields	High correlation
`language` is highly overall correlated with `budget`	High correlation
`num_critic_for_reviews` is highly overall correlated with `num_user_for_reviews` and 1 other fields	High correlation
`num_user_for_reviews` is highly overall correlated with `gross` and 2 other fields	High correlation
`num_voted_users` is highly overall correlated with `budget` and 3 other fields	High correlation
`color` is highly imbalanced (75.0%)	Imbalance
`language` is highly imbalanced (88.8%)	Imbalance
`content_rating` is highly imbalanced (50.4%)	Imbalance
`director_name` has 104 (2.1%) missing values	Missing
`director_fb_likes` has 104 (2.1%) missing values	Missing
`gross` has 677 (13.4%) missing values	Missing
`plot_keywords` has 153 (3.0%) missing values	Missing
`content_rating` has 303 (6.0%) missing values	Missing
`budget` has 406 (8.1%) missing values	Missing
`title_year` has 108 (2.1%) missing values	Missing
`aspect_ratio` has 329 (6.5%) missing values	Missing
`budget` is highly skewed (γ1 = 48.57751667)	Skewed
`director_fb_likes` has 907 (18.0%) zeros	Zeros
`actor_3_fb_likes` has 89 (1.8%) zeros	Zeros
`facenumber_in_poster` has 2152 (42.7%) zeros	Zeros
`actor_2_fb_likes` has 55 (1.1%) zeros	Zeros
`movie_fb_likes` has 2181 (43.2%) zeros	Zeros

Reproduction

Analysis started	2024-04-11 07:38:31.463525
Analysis finished	2024-04-11 07:39:13.306342
Duration	41.84 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

color
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	19
Missing (%)	0.4%
Memory size	39.5 KiB

Color	4815
Black and White	209

Length

Max length	16
Median length	5
Mean length	5.4576035
Min length	5

Characters and Unicode

Total characters	27419
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Color
2nd row	Color
3rd row	Color
4th row	Color
5th row	Color

Common Values

Value	Count	Frequency (%)
Color	4815	95.5%
Black and White	209	4.1%
(Missing)	19	0.4%

Length

Quantile statistics

Minimum	1
5-th percentile	9
Q1	50
median	110
Q3	195
95-th percentile	387
Maximum	813
Range	812
Interquartile range (IQR)	145

Descriptive statistics

Standard deviation	121.60168
Coefficient of variation (CV)	0.86737977
Kurtosis	2.9134164
Mean	140.19427
Median Absolute Deviation (MAD)	68
Skewness	1.5165327
Sum	699990
Variance	14786.967
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	43	0.9%
9	37	0.7%
5	36	0.7%
8	35	0.7%
10	35	0.7%
12	34	0.7%
16	33	0.7%
81	33	0.7%
43	31	0.6%
29	30	0.6%
Other values (518)	4646	92.1%
(Missing)	50	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	43	0.9%
2	26	0.5%
3	24	0.5%
4	29	0.6%
5	36	0.7%
6	28	0.6%
7	23	0.5%
8	35	0.7%
9	37	0.7%
10	35	0.7%

Value	Count	Frequency (%)
813	1	< 0.1%
775	1	< 0.1%
765	1	< 0.1%
750	2	< 0.1%
739	1	< 0.1%
738	1	< 0.1%
733	1	< 0.1%
723	1	< 0.1%
712	1	< 0.1%
703	2	< 0.1%

duration
Real number (ℝ)

Distinct	191
Distinct (%)	3.8%
Missing	15
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	107.20107

Minimum	7
Maximum	511
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	7
5-th percentile	81
Q1	93
median	103
Q3	118
95-th percentile	146
Maximum	511
Range	504
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	25.197441
Coefficient of variation (CV)	0.2350484
Kurtosis	22.565797
Mean	107.20107
Median Absolute Deviation (MAD)	12
Skewness	2.339134
Sum	539007
Variance	634.91102
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	161	3.2%
100	141	2.8%
101	139	2.8%
98	135	2.7%
97	131	2.6%
93	129	2.6%
95	124	2.5%
94	124	2.5%
99	124	2.5%
96	113	2.2%
Other values (181)	3707	73.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	2	< 0.1%
11	1	< 0.1%
14	1	< 0.1%
20	1	< 0.1%
22	7	0.1%
23	2	< 0.1%
24	2	< 0.1%
25	4	0.1%
27	1	< 0.1%
28	1	< 0.1%

Value	Count	Frequency (%)
511	1	< 0.1%
334	1	< 0.1%
330	1	< 0.1%
325	1	< 0.1%
300	1	< 0.1%
293	1	< 0.1%
289	1	< 0.1%
286	1	< 0.1%
280	1	< 0.1%
271	1	< 0.1%

director_fb_likes
Real number (ℝ)

MISSING ZEROS

Distinct	435
Distinct (%)	8.8%
Missing	104
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	686.50921

Minimum	0
Maximum	23000
Zeros	907
Zeros (%)	18.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	49
Q3	194.5
95-th percentile	973
Maximum	23000
Range	23000
Interquartile range (IQR)	187.5

Descriptive statistics

Standard deviation	2813.3286
Coefficient of variation (CV)	4.0980202
Kurtosis	27.256289
Mean	686.50921
Median Absolute Deviation (MAD)	49
Skewness	5.2297012
Sum	3390669
Variance	7914817.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	907	18.0%
3	70	1.4%
6	66	1.3%
7	64	1.3%
2	63	1.2%
4	60	1.2%
11	59	1.2%
10	53	1.1%
8	52	1.0%
5	52	1.0%
Other values (425)	3493	69.3%
(Missing)	104	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	907	18.0%
2	63	1.2%
3	70	1.4%
4	60	1.2%
5	52	1.0%
6	66	1.3%
7	64	1.3%
8	52	1.0%
9	49	1.0%
10	53	1.1%

Value	Count	Frequency (%)
23000	1	< 0.1%
22000	8	0.2%
21000	10	0.2%
20000	1	< 0.1%
18000	4	0.1%
17000	20	0.4%
16000	28	0.6%
15000	2	< 0.1%
14000	30	0.6%
13000	26	0.5%

actor_3_fb_likes
Real number (ℝ)

ZEROS

Distinct	906
Distinct (%)	18.0%
Missing	23
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	645.00976

Minimum	0
Maximum	23000
Zeros	89
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	0
5-th percentile	10
Q1	133
median	371.5
Q3	636
95-th percentile	1000
Maximum	23000
Range	23000
Interquartile range (IQR)	503

Descriptive statistics

Standard deviation	1665.0417
Coefficient of variation (CV)	2.581421
Kurtosis	60.563888
Mean	645.00976
Median Absolute Deviation (MAD)	248.5
Skewness	7.2790208
Sum	3237949
Variance	2772364
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	126	2.5%
0	89	1.8%
11000	29	0.6%
3	28	0.6%
2000	27	0.5%
3000	26	0.5%
826	22	0.4%
2	21	0.4%
7	21	0.4%
4	21	0.4%
Other values (896)	4610	91.4%
(Missing)	23	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	89	1.8%
2	21	0.4%
3	28	0.6%
4	21	0.4%
5	18	0.4%
6	18	0.4%
7	21	0.4%
8	17	0.3%
9	16	0.3%
10	12	0.2%

Value	Count	Frequency (%)
23000	2	< 0.1%
20000	1	< 0.1%
19000	5	0.1%
17000	1	< 0.1%
16000	3	0.1%
15000	1	< 0.1%
14000	6	0.1%
13000	5	0.1%
12000	8	0.2%
11000	29	0.6%

actor_2_name
Text

Distinct	3032
Distinct (%)	60.3%
Missing	13
Missing (%)	0.3%
Memory size	39.5 KiB

Length

Max length	28
Median length	25
Mean length	13.074354
Min length	3

Characters and Unicode

Total characters	65764
Distinct characters	80
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2089 ?
Unique (%)	41.5%

Sample

1st row	Joel David Moore
2nd row	Orlando Bloom
3rd row	Rory Kinnear
4th row	Christian Bale
5th row	Rob Walker

Value	Count	Frequency (%)
michael	102	1.0%
david	60	0.6%
john	56	0.5%
james	53	0.5%
scott	52	0.5%
tom	50	0.5%
jason	44	0.4%
robert	44	0.4%
kevin	41	0.4%
adam	39	0.4%
Other values (3825)	9861	94.8%

Most occurring characters

Value	Count	Frequency (%)
e	6221	9.5%
a	5930	9.0%
	5372	8.2%
n	4762	7.2%
r	4398	6.7%
i	4018	6.1%
o	3645	5.5%
l	3420	5.2%
t	2348	3.6%
s	2160	3.3%
Other values (70)	23490	35.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	65764	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	6221	9.5%
a	5930	9.0%
	5372	8.2%
n	4762	7.2%
r	4398	6.7%
i	4018	6.1%
o	3645	5.5%
l	3420	5.2%
t	2348	3.6%
s	2160	3.3%
Other values (70)	23490	35.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	65764	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	6221	9.5%
a	5930	9.0%
	5372	8.2%
n	4762	7.2%
r	4398	6.7%
i	4018	6.1%
o	3645	5.5%
l	3420	5.2%
t	2348	3.6%
s	2160	3.3%
Other values (70)	23490	35.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	65764	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	6221	9.5%
a	5930	9.0%
	5372	8.2%
n	4762	7.2%
r	4398	6.7%
i	4018	6.1%
o	3645	5.5%
l	3420	5.2%
t	2348	3.6%
s	2160	3.3%
Other values (70)	23490	35.7%

actor_1_fb_likes
Real number (ℝ)

Distinct	878
Distinct (%)	17.4%
Missing	7
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	6560.0471

Minimum	0
Maximum	640000
Zeros	26
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	0
5-th percentile	95.5
Q1	614
median	988
Q3	11000
95-th percentile	24000
Maximum	640000
Range	640000
Interquartile range (IQR)	10386

Descriptive statistics

Standard deviation	15020.759
Coefficient of variation (CV)	2.2897334
Kurtosis	683.54736
Mean	6560.0471
Median Absolute Deviation (MAD)	752.5
Skewness	19.121776
Sum	33036397
Variance	2.256232 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	449	8.9%
11000	211	4.2%
2000	197	3.9%
3000	155	3.1%
12000	135	2.7%
13000	127	2.5%
14000	123	2.4%
10000	112	2.2%
18000	109	2.2%
22000	82	1.6%
Other values (868)	3336	66.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.5%
2	8	0.2%
3	4	0.1%
4	2	< 0.1%
5	7	0.1%
6	3	0.1%
7	3	0.1%
8	1	< 0.1%
9	3	0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
640000	1	< 0.1%
260000	3	0.1%
164000	2	< 0.1%
137000	2	< 0.1%
87000	8	0.2%
77000	1	< 0.1%
49000	27	0.5%
46000	1	< 0.1%
45000	5	0.1%
44000	2	< 0.1%

gross
Real number (ℝ)

MISSING

Distinct	4224
Distinct (%)	96.7%
Missing	677
Missing (%)	13.4%
Infinite	0
Infinite (%)	0.0%
Mean	46720941

Minimum	162
Maximum	7.6050585 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	162
5-th percentile	59477.75
Q1	4587414.5
median	24004159
Q3	59548720
95-th percentile	1.7731869 × 10⁸
Maximum	7.6050585 × 10⁸
Range	7.6050568 × 10⁸
Interquartile range (IQR)	54961305

Descriptive statistics

Standard deviation	67365553
Coefficient of variation (CV)	1.4418707
Kurtosis	15.481531
Mean	46720941
Median Absolute Deviation (MAD)	22300451
Skewness	3.1921801
Sum	2.0398363 × 10¹¹
Variance	4.5381178 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5000000	4	0.1%
34964818	3	0.1%
26410477	3	0.1%
8000000	3	0.1%
218051260	3	0.1%
5773519	3	0.1%
7000000	3	0.1%
177343675	3	0.1%
3000000	3	0.1%
144512310	3	0.1%
Other values (4214)	4335	86.0%
(Missing)	677	13.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
162	1	< 0.1%
423	1	< 0.1%
607	1	< 0.1%
703	1	< 0.1%
721	1	< 0.1%
728	1	< 0.1%
828	1	< 0.1%
1029	1	< 0.1%
1036	1	< 0.1%
1100	1	< 0.1%

Value	Count	Frequency (%)
760505847	1	< 0.1%
658672302	1	< 0.1%
652177271	1	< 0.1%
623279547	2	< 0.1%
533316061	1	< 0.1%
474544677	1	< 0.1%
460935665	1	< 0.1%
458991599	1	< 0.1%
448130642	1	< 0.1%
436471036	1	< 0.1%

genres
Text

Distinct	914
Distinct (%)	18.1%
Missing	0
Missing (%)	0.0%
Memory size	39.5 KiB

Length

Max length	64
Median length	53
Mean length	20.313107
Min length	5

Characters and Unicode

Total characters	102439
Distinct characters	35
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	495 ?
Unique (%)	9.8%

Sample

1st row	Action\|Adventure\|Fantasy\|Sci-Fi
2nd row	Action\|Adventure\|Fantasy
3rd row	Action\|Adventure\|Thriller
4th row	Action\|Thriller
5th row	Documentary

Value	Count	Frequency (%)
drama	236	4.7%
comedy	209	4.1%
comedy\|drama	191	3.8%
comedy\|drama\|romance	187	3.7%
comedy\|romance	158	3.1%
drama\|romance	152	3.0%
crime\|drama\|thriller	101	2.0%
horror	71	1.4%
action\|crime\|drama\|thriller	68	1.3%
action\|crime\|thriller	65	1.3%
Other values (904)	3605	71.5%

Most occurring characters

Value	Count	Frequency (%)
r	10547	10.3%
\|	9461	9.2%
a	9065	8.8%
e	7946	7.8%
m	7378	7.2%
i	6575	6.4%
o	6319	6.2%
y	4651	4.5%
n	4495	4.4%
t	4042	3.9%
Other values (25)	31960	31.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	102439	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
r	10547	10.3%
\|	9461	9.2%
a	9065	8.8%
e	7946	7.8%
m	7378	7.2%
i	6575	6.4%
o	6319	6.2%
y	4651	4.5%
n	4495	4.4%
t	4042	3.9%
Other values (25)	31960	31.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	102439	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
r	10547	10.3%
\|	9461	9.2%
a	9065	8.8%
e	7946	7.8%
m	7378	7.2%
i	6575	6.4%
o	6319	6.2%
y	4651	4.5%
n	4495	4.4%
t	4042	3.9%
Other values (25)	31960	31.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	102439	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
r	10547	10.3%
\|	9461	9.2%
a	9065	8.8%
e	7946	7.8%
m	7378	7.2%
i	6575	6.4%
o	6319	6.2%
y	4651	4.5%
n	4495	4.4%
t	4042	3.9%
Other values (25)	31960	31.2%

actor_1_name
Text

Distinct	2097
Distinct (%)	41.6%
Missing	7
Missing (%)	0.1%
Memory size	39.5 KiB

Length

Max length	27
Median length	24
Mean length	13.192415
Min length	4

Characters and Unicode

Total characters	66437
Distinct characters	76
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1360 ?
Unique (%)	27.0%

Sample

1st row	CCH Pounder
2nd row	Johnny Depp
3rd row	Christoph Waltz
4th row	Tom Hardy
5th row	Doug Walker

Value	Count	Frequency (%)
robert	109	1.0%
tom	93	0.9%
michael	89	0.9%
jason	59	0.6%
de	57	0.5%
james	54	0.5%
bruce	51	0.5%
steve	50	0.5%
jr	49	0.5%
niro	49	0.5%
Other values (2888)	9784	93.7%

Most occurring characters

Value	Count	Frequency (%)
e	6213	9.4%
a	5732	8.6%
	5408	8.1%
n	4818	7.3%
r	4311	6.5%
i	4249	6.4%
o	3918	5.9%
l	3312	5.0%
t	2569	3.9%
s	2349	3.5%
Other values (66)	23558	35.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	66437	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	6213	9.4%
a	5732	8.6%
	5408	8.1%
n	4818	7.3%
r	4311	6.5%
i	4249	6.4%
o	3918	5.9%
l	3312	5.0%
t	2569	3.9%
s	2349	3.5%
Other values (66)	23558	35.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	66437	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	6213	9.4%
a	5732	8.6%
	5408	8.1%
n	4818	7.3%
r	4311	6.5%
i	4249	6.4%
o	3918	5.9%
l	3312	5.0%
t	2569	3.9%
s	2349	3.5%
Other values (66)	23558	35.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	66437	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	6213	9.4%
a	5732	8.6%
	5408	8.1%
n	4818	7.3%
r	4311	6.5%
i	4249	6.4%
o	3918	5.9%
l	3312	5.0%
t	2569	3.9%
s	2349	3.5%
Other values (66)	23558	35.5%

movie_title
Text

Distinct	4917
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Memory size	39.5 KiB

Length

Max length	87
Median length	59
Mean length	16.549673
Min length	2

Characters and Unicode

Total characters	83460
Distinct characters	97
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4798 ?
Unique (%)	95.1%

Sample

1st row	Avatar
2nd row	Pirates of the Caribbean: At World's End
3rd row	Spectre
4th row	The Dark Knight Rises
5th row	Star Wars: Episode VII - The Force Awakens

Value	Count	Frequency (%)
the	1606	11.5%
of	483	3.5%
a	193	1.4%
and	150	1.1%
in	123	0.9%
to	107	0.8%
2	104	0.7%
	81	0.6%
man	66	0.5%
love	56	0.4%
Other values (4905)	10987	78.7%

Most occurring characters

Value	Count	Frequency (%)
	10209	12.2%
e	7898	9.5%
	5043	6.0%
a	4859	5.8%
o	4669	5.6%
n	4141	5.0%
r	4135	5.0%
i	3933	4.7%
t	3818	4.6%
s	3007	3.6%
Other values (87)	31748	38.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	83460	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
	10209	12.2%
e	7898	9.5%
	5043	6.0%
a	4859	5.8%
o	4669	5.6%
n	4141	5.0%
r	4135	5.0%
i	3933	4.7%
t	3818	4.6%
s	3007	3.6%
Other values (87)	31748	38.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	83460	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
	10209	12.2%
e	7898	9.5%
	5043	6.0%
a	4859	5.8%
o	4669	5.6%
n	4141	5.0%
r	4135	5.0%
i	3933	4.7%
t	3818	4.6%
s	3007	3.6%
Other values (87)	31748	38.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	83460	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
	10209	12.2%
e	7898	9.5%
	5043	6.0%
a	4859	5.8%
o	4669	5.6%
n	4141	5.0%
r	4135	5.0%
i	3933	4.7%
t	3818	4.6%
s	3007	3.6%
Other values (87)	31748	38.0%

num_voted_users
Real number (ℝ)

Distinct	4826
Distinct (%)	95.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83668.161

Minimum	5
Maximum	1689764
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	5
5-th percentile	514.6
Q1	8593.5
median	34359
Q3	96309
95-th percentile	332254.9
Maximum	1689764
Range	1689759
Interquartile range (IQR)	87715.5

Descriptive statistics

Standard deviation	138485.26
Coefficient of variation (CV)	1.6551727
Kurtosis	24.44552
Mean	83668.161
Median Absolute Deviation (MAD)	30816
Skewness	4.0298711
Sum	4.2193854 × 10⁸
Variance	1.9178166 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
57	5	0.1%
6	4	0.1%
3119	3	0.1%
38	3	0.1%
53	3	0.1%
374	3	0.1%
6025	3	0.1%
62	3	0.1%
2541	3	0.1%
162	3	0.1%
Other values (4816)	5010	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	2	< 0.1%
6	4	0.1%
7	2	< 0.1%
8	3	0.1%
10	1	< 0.1%
13	1	< 0.1%
15	2	< 0.1%
16	1	< 0.1%
18	2	< 0.1%
19	1	< 0.1%

Value	Count	Frequency (%)
1689764	1	< 0.1%
1676169	1	< 0.1%
1468200	1	< 0.1%
1347461	1	< 0.1%
1324680	1	< 0.1%
1251222	1	< 0.1%
1238746	1	< 0.1%
1217752	1	< 0.1%
1215718	1	< 0.1%
1155770	1	< 0.1%

cast_total_fb_likes
Real number (ℝ)

Distinct	3978
Distinct (%)	78.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9699.0639

Minimum	0
Maximum	656730
Zeros	33
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	0
5-th percentile	179
Q1	1411
median	3090
Q3	13756.5
95-th percentile	36927.7
Maximum	656730
Range	656730
Interquartile range (IQR)	12345.5

Descriptive statistics

Standard deviation	18163.799
Coefficient of variation (CV)	1.8727373
Kurtosis	361.25512
Mean	9699.0639
Median Absolute Deviation (MAD)	2302
Skewness	12.831928
Sum	48912379
Variance	3.299236 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	33	0.7%
5	7	0.1%
2020	6	0.1%
2	6	0.1%
673	5	0.1%
29	5	0.1%
1044	5	0.1%
81	4	0.1%
964	4	0.1%
1136	4	0.1%
Other values (3968)	4964	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	0.7%
2	6	0.1%
3	1	< 0.1%
4	2	< 0.1%
5	7	0.1%
6	2	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
10	1	< 0.1%
11	2	< 0.1%

Value	Count	Frequency (%)
656730	1	< 0.1%
303717	1	< 0.1%
283939	1	< 0.1%
263584	1	< 0.1%
261818	1	< 0.1%
170118	1	< 0.1%
140268	1	< 0.1%
137712	1	< 0.1%
120797	1	< 0.1%
108016	1	< 0.1%

actor_3_name
Text

Distinct	3521
Distinct (%)	70.1%
Missing	23
Missing (%)	0.5%
Memory size	39.5 KiB

Length

Max length	29
Median length	25
Mean length	13.082271
Min length	3

Characters and Unicode

Total characters	65673
Distinct characters	81
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2648 ?
Unique (%)	52.7%

Sample

1st row	Wes Studi
2nd row	Jack Davenport
3rd row	Stephanie Sigman
4th row	Joseph Gordon-Levitt
5th row	Polly Walker

Value	Count	Frequency (%)
michael	86	0.8%
john	80	0.8%
david	70	0.7%
james	69	0.7%
robert	46	0.4%
tom	43	0.4%
paul	42	0.4%
kevin	41	0.4%
peter	38	0.4%
scott	36	0.3%
Other values (4307)	9842	94.7%

Most occurring characters

Value	Count	Frequency (%)
e	6190	9.4%
a	5995	9.1%
	5373	8.2%
n	4589	7.0%
r	4183	6.4%
i	3975	6.1%
o	3584	5.5%
l	3508	5.3%
t	2354	3.6%
s	2343	3.6%
Other values (71)	23579	35.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	65673	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	6190	9.4%
a	5995	9.1%
	5373	8.2%
n	4589	7.0%
r	4183	6.4%
i	3975	6.1%
o	3584	5.5%
l	3508	5.3%
t	2354	3.6%
s	2343	3.6%
Other values (71)	23579	35.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	65673	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	6190	9.4%
a	5995	9.1%
	5373	8.2%
n	4589	7.0%
r	4183	6.4%
i	3975	6.1%
o	3584	5.5%
l	3508	5.3%
t	2354	3.6%
s	2343	3.6%
Other values (71)	23579	35.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	65673	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	6190	9.4%
a	5995	9.1%
	5373	8.2%
n	4589	7.0%
r	4183	6.4%
i	3975	6.1%
o	3584	5.5%
l	3508	5.3%
t	2354	3.6%
s	2343	3.6%
Other values (71)	23579	35.9%

facenumber_in_poster
Real number (ℝ)

ZEROS

Distinct	19
Distinct (%)	0.4%
Missing	13
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.371173

Minimum	0
Maximum	43
Zeros	2152
Zeros (%)	42.7%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	5
Maximum	43
Range	43
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.0135759
Coefficient of variation (CV)	1.4685061
Kurtosis	52.033735
Mean	1.371173
Median Absolute Deviation (MAD)	1
Skewness	4.3847659
Sum	6897
Variance	4.054488
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	2152	42.7%
1	1251	24.8%
2	716	14.2%
3	380	7.5%
4	207	4.1%
5	114	2.3%
6	76	1.5%
7	48	1.0%
8	37	0.7%
9	18	0.4%
Other values (9)	31	0.6%
(Missing)	13	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2152	42.7%
1	1251	24.8%
2	716	14.2%
3	380	7.5%
4	207	4.1%
5	114	2.3%
6	76	1.5%
7	48	1.0%
8	37	0.7%
9	18	0.4%

Value	Count	Frequency (%)
43	1	< 0.1%
31	1	< 0.1%
19	1	< 0.1%
15	6	0.1%
14	1	< 0.1%
13	2	< 0.1%
12	4	0.1%
11	5	0.1%
10	10	0.2%
9	18	0.4%

plot_keywords
Text

MISSING

Distinct	4760
Distinct (%)	97.3%
Missing	153
Missing (%)	3.0%
Memory size	39.5 KiB

Length

Max length	149
Median length	102
Mean length	52.426994
Min length	2

Characters and Unicode

Total characters	256368
Distinct characters	42
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4639 ?
Unique (%)	94.9%

Sample

1st row	avatar\|future\|marine\|native\|paraplegic
2nd row	goddess\|marriage ceremony\|marriage proposal\|pirate\|singapore
3rd row	bomb\|espionage\|sequel\|spy\|terrorist
4th row	deception\|imprisonment\|lawlessness\|police officer\|terrorist plot
5th row	alien\|american civil war\|male nipple\|mars\|princess

Value	Count	Frequency (%)
in	331	1.8%
of	222	1.2%
on	209	1.2%
the	191	1.1%
a	185	1.0%
to	180	1.0%
york	122	0.7%
based	106	0.6%
female	104	0.6%
by	99	0.5%
Other values (11486)	16269	90.3%

Most occurring characters

Value	Count	Frequency (%)
e	24813	9.7%
a	19572	7.6%
\|	19207	7.5%
i	18742	7.3%
r	18124	7.1%
t	16182	6.3%
n	15662	6.1%
o	15470	6.0%
s	13297	5.2%
	13128	5.1%
Other values (32)	82171	32.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	256368	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	24813	9.7%
a	19572	7.6%
\|	19207	7.5%
i	18742	7.3%
r	18124	7.1%
t	16182	6.3%
n	15662	6.1%
o	15470	6.0%
s	13297	5.2%
	13128	5.1%
Other values (32)	82171	32.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	256368	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	24813	9.7%
a	19572	7.6%
\|	19207	7.5%
i	18742	7.3%
r	18124	7.1%
t	16182	6.3%
n	15662	6.1%
o	15470	6.0%
s	13297	5.2%
	13128	5.1%
Other values (32)	82171	32.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	256368	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	24813	9.7%
a	19572	7.6%
\|	19207	7.5%
i	18742	7.3%
r	18124	7.1%
t	16182	6.3%
n	15662	6.1%
o	15470	6.0%
s	13297	5.2%
	13128	5.1%
Other values (32)	82171	32.1%

movie_imdb_link
Text

Distinct	4919
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Memory size	39.5 KiB

Length

Max length	52
Median length	52
Mean length	52
Min length	52

Characters and Unicode

Total characters	262236
Distinct characters	31
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4802 ?
Unique (%)	95.2%

Sample

1st row	http://www.imdb.com/title/tt0499549/?ref_=fn_tt_tt_1
2nd row	http://www.imdb.com/title/tt0449088/?ref_=fn_tt_tt_1
3rd row	http://www.imdb.com/title/tt2379713/?ref_=fn_tt_tt_1
4th row	http://www.imdb.com/title/tt1345836/?ref_=fn_tt_tt_1
5th row	http://www.imdb.com/title/tt5289954/?ref_=fn_tt_tt_1

Value	Count	Frequency (%)
http://www.imdb.com/title/tt0232500/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt3332064/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt0360717/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt2224026/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt1976009/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt0077651/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt2638144/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt4651520/?ref_=fn_tt_tt_1	2	< 0.1%
http://www.imdb.com/title/tt1051904/?ref_=fn_tt_tt_1	2	< 0.1%
http://www.imdb.com/title/tt1343727/?ref_=fn_tt_tt_1	2	< 0.1%
Other values (4909)	5016	99.5%

Most occurring characters

Value	Count	Frequency (%)
t	50430	19.2%
/	25215	9.6%
_	20172	7.7%
w	15129	5.8%
.	10086	3.8%
i	10086	3.8%
m	10086	3.8%
f	10086	3.8%
e	10086	3.8%
1	9894	3.8%
Other values (21)	90966	34.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	262236	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
t	50430	19.2%
/	25215	9.6%
_	20172	7.7%
w	15129	5.8%
.	10086	3.8%
i	10086	3.8%
m	10086	3.8%
f	10086	3.8%
e	10086	3.8%
1	9894	3.8%
Other values (21)	90966	34.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	262236	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
t	50430	19.2%
/	25215	9.6%
_	20172	7.7%
w	15129	5.8%
.	10086	3.8%
i	10086	3.8%
m	10086	3.8%
f	10086	3.8%
e	10086	3.8%
1	9894	3.8%
Other values (21)	90966	34.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	262236	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
t	50430	19.2%
/	25215	9.6%
_	20172	7.7%
w	15129	5.8%
.	10086	3.8%
i	10086	3.8%
m	10086	3.8%
f	10086	3.8%
e	10086	3.8%
1	9894	3.8%
Other values (21)	90966	34.7%

num_user_for_reviews
Real number (ℝ)

Distinct	954
Distinct (%)	19.0%
Missing	21
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	272.77081

Minimum	1
Maximum	5060
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	1
5-th percentile	10
Q1	65
median	156
Q3	326
95-th percentile	907.8
Maximum	5060
Range	5059
Interquartile range (IQR)	261

Descriptive statistics

Standard deviation	377.98289
Coefficient of variation (CV)	1.385716
Kurtosis	26.438297
Mean	272.77081
Median Absolute Deviation (MAD)	113
Skewness	4.1214752
Sum	1369855
Variance	142871.06
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	51	1.0%
3	33	0.7%
2	32	0.6%
26	32	0.6%
10	29	0.6%
6	28	0.6%
50	26	0.5%
32	25	0.5%
8	25	0.5%
31	24	0.5%
Other values (944)	4717	93.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	51	1.0%
2	32	0.6%
3	33	0.7%
4	23	0.5%
5	19	0.4%
6	28	0.6%
7	17	0.3%
8	25	0.5%
9	23	0.5%
10	29	0.6%

Value	Count	Frequency (%)
5060	1	< 0.1%
4667	1	< 0.1%
4144	1	< 0.1%
3646	1	< 0.1%
3597	1	< 0.1%
3516	1	< 0.1%
3400	1	< 0.1%
3286	1	< 0.1%
3189	1	< 0.1%
3054	1	< 0.1%

language
Categorical

IMBALANCE

Distinct	46
Distinct (%)	0.9%
Missing	14
Missing (%)	0.3%
Memory size	39.5 KiB

English	4704
French	73
Spanish	40
Hindi	28
Mandarin	26
Other values (41)	158

Length

Max length	10
Median length	7
Mean length	6.981905
Min length	4

Characters and Unicode

Total characters	35112
Distinct characters	43
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18 ?
Unique (%)	0.4%

Sample

1st row	English
2nd row	English
3rd row	English
4th row	English
5th row	English

Common Values

Value	Count	Frequency (%)
English	4704	93.3%
French	73	1.4%
Spanish	40	0.8%
Hindi	28	0.6%
Mandarin	26	0.5%
German	19	0.4%
Japanese	18	0.4%
Italian	11	0.2%
Russian	11	0.2%
Cantonese	11	0.2%
Other values (36)	88	1.7%
(Missing)	14	0.3%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
english	4704	93.5%
french	73	1.5%
spanish	40	0.8%
hindi	28	0.6%
mandarin	26	0.5%
german	19	0.4%
japanese	18	0.4%
italian	11	0.2%
russian	11	0.2%
cantonese	11	0.2%
Other values (36)	88	1.7%

Most occurring characters

Value	Count	Frequency (%)
n	5030	14.3%
i	4906	14.0%
h	4845	13.8%
s	4828	13.8%
l	4731	13.5%
g	4722	13.4%
E	4704	13.4%
a	252	0.7%
e	215	0.6%
r	160	0.5%
Other values (33)	719	2.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	35112	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
n	5030	14.3%
i	4906	14.0%
h	4845	13.8%
s	4828	13.8%
l	4731	13.5%
g	4722	13.4%
E	4704	13.4%
a	252	0.7%
e	215	0.6%
r	160	0.5%
Other values (33)	719	2.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	35112	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
n	5030	14.3%
i	4906	14.0%
h	4845	13.8%
s	4828	13.8%
l	4731	13.5%
g	4722	13.4%
E	4704	13.4%
a	252	0.7%
e	215	0.6%
r	160	0.5%
Other values (33)	719	2.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	35112	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
n	5030	14.3%
i	4906	14.0%
h	4845	13.8%
s	4828	13.8%
l	4731	13.5%
g	4722	13.4%
E	4704	13.4%
a	252	0.7%
e	215	0.6%
r	160	0.5%
Other values (33)	719	2.0%

country
Text

Distinct	65
Distinct (%)	1.3%
Missing	5
Missing (%)	0.1%
Memory size	39.5 KiB

Length

Max length	20
Median length	3
Mean length	3.4892815
Min length	2

Characters and Unicode

Total characters	17579
Distinct characters	47
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28 ?
Unique (%)	0.6%

Sample

1st row	USA
2nd row	USA
3rd row	UK
4th row	USA
5th row	USA

Value	Count	Frequency (%)
usa	3807	74.6%
uk	448	8.8%
france	154	3.0%
canada	126	2.5%
germany	100	2.0%
australia	55	1.1%
india	34	0.7%
spain	33	0.6%
china	30	0.6%
italy	23	0.5%
Other values (63)	294	5.8%

Most occurring characters

Value	Count	Frequency (%)
U	4257	24.2%
A	3877	22.1%
S	3874	22.0%
a	1093	6.2%
n	638	3.6%
K	481	2.7%
e	410	2.3%
r	404	2.3%
i	249	1.4%
d	218	1.2%
Other values (37)	2078	11.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	17579	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
U	4257	24.2%
A	3877	22.1%
S	3874	22.0%
a	1093	6.2%
n	638	3.6%
K	481	2.7%
e	410	2.3%
r	404	2.3%
i	249	1.4%
d	218	1.2%
Other values (37)	2078	11.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	17579	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
U	4257	24.2%
A	3877	22.1%
S	3874	22.0%
a	1093	6.2%
n	638	3.6%
K	481	2.7%
e	410	2.3%
r	404	2.3%
i	249	1.4%
d	218	1.2%
Other values (37)	2078	11.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	17579	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
U	4257	24.2%
A	3877	22.1%
S	3874	22.0%
a	1093	6.2%
n	638	3.6%
K	481	2.7%
e	410	2.3%
r	404	2.3%
i	249	1.4%
d	218	1.2%
Other values (37)	2078	11.8%

content_rating
Categorical

IMBALANCE MISSING

Distinct	18
Distinct (%)	0.4%
Missing	303
Missing (%)	6.0%
Memory size	39.5 KiB

R	2118
PG-13	1461
PG	701
Not Rated	116
G	112
Other values (13)	232

Length

Max length	9
Median length	8
Mean length	2.8139241
Min length	1

Characters and Unicode

Total characters	13338
Distinct characters	28
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	PG-13
2nd row	PG-13
3rd row	PG-13
4th row	PG-13
5th row	PG-13

Common Values

Value	Count	Frequency (%)
R	2118	42.0%
PG-13	1461	29.0%
PG	701	13.9%
Not Rated	116	2.3%
G	112	2.2%
Unrated	62	1.2%
Approved	55	1.1%
TV-14	30	0.6%
TV-MA	20	0.4%
TV-PG	13	0.3%
Other values (8)	52	1.0%
(Missing)	303	6.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
color	4815	88.5%
black	209	3.8%
and	209	3.8%
white	209	3.8%

Most occurring characters

Value	Count	Frequency (%)
o	9630	35.1%
l	5024	18.3%
C	4815	17.6%
r	4815	17.6%
	627	2.3%
a	418	1.5%
B	209	0.8%
c	209	0.8%
k	209	0.8%
n	209	0.8%
Other values (6)	1254	4.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	21559	78.6%
Uppercase Letter	5233	19.1%
Space Separator	627	2.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	9630	44.7%
l	5024	23.3%
r	4815	22.3%
a	418	1.9%
c	209	1.0%
k	209	1.0%
n	209	1.0%
d	209	1.0%
h	209	1.0%
i	209	1.0%
Other values (2)	418	1.9%

Uppercase Letter

Value	Count	Frequency (%)
C	4815	92.0%
B	209	4.0%
W	209	4.0%

Space Separator

Value	Count	Frequency (%)
	627	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	26792	97.7%
Common	627	2.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	9630	35.9%
l	5024	18.8%
C	4815	18.0%
r	4815	18.0%
a	418	1.6%
B	209	0.8%
c	209	0.8%
k	209	0.8%
n	209	0.8%
d	209	0.8%
Other values (5)	1045	3.9%

Common

Value	Count	Frequency (%)
	627	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	27419	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	9630	35.1%
l	5024	18.3%
C	4815	17.6%
r	4815	17.6%
	627	2.3%
a	418	1.5%
B	209	0.8%
c	209	0.8%
k	209	0.8%
n	209	0.8%
Other values (6)	1254	4.6%

director_name
Text

MISSING

Distinct	2398
Distinct (%)	48.6%
Missing	104
Missing (%)	2.1%
Memory size	39.5 KiB

Length

Max length	32
Median length	24
Mean length	13.084835
Min length	3

Characters and Unicode

Total characters	64626
Distinct characters	76
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1504 ?
Unique (%)	30.5%

Sample

1st row	James Cameron
2nd row	Gore Verbinski
3rd row	Sam Mendes
4th row	Christopher Nolan
5th row	Doug Walker

Value	Count	Frequency (%)
john	180	1.8%
david	150	1.5%
michael	127	1.2%
james	87	0.8%
peter	85	0.8%
robert	84	0.8%
paul	81	0.8%
richard	80	0.8%
scott	65	0.6%
lee	58	0.6%
Other values (2966)	9277	90.3%

Most occurring characters

Value	Count	Frequency (%)
e	6097	9.4%
	5335	8.3%
a	5278	8.2%
n	4658	7.2%
r	4447	6.9%
o	3794	5.9%
i	3693	5.7%
l	2970	4.6%
t	2321	3.6%
s	2089	3.2%
Other values (66)	23944	37.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	48451	75.0%
Uppercase Letter	10493	16.2%
Space Separator	5335	8.3%
Other Punctuation	260	0.4%
Dash Punctuation	87	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6097	12.6%
a	5278	10.9%
n	4658	9.6%
r	4447	9.2%
o	3794	7.8%
i	3693	7.6%
l	2970	6.1%
t	2321	4.8%
s	2089	4.3%
h	1851	3.8%
Other values (31)	11253	23.2%

Uppercase Letter

Value	Count	Frequency (%)
S	999	9.5%
J	925	8.8%
M	886	8.4%
R	758	7.2%
C	712	6.8%
B	678	6.5%
D	619	5.9%
A	569	5.4%
L	499	4.8%
P	488	4.7%
Other values (21)	3360	32.0%

Other Punctuation

Value	Count	Frequency (%)
.	239	91.9%
'	21	8.1%

Space Separator

Value	Count	Frequency (%)
	5335	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	87	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	58944	91.2%
Common	5682	8.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6097	10.3%
a	5278	9.0%
n	4658	7.9%
r	4447	7.5%
o	3794	6.4%
i	3693	6.3%
l	2970	5.0%
t	2321	3.9%
s	2089	3.5%
h	1851	3.1%
Other values (62)	21746	36.9%

Common

Value	Count	Frequency (%)
	5335	93.9%
.	239	4.2%
-	87	1.5%
'	21	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	64484	99.8%
None	142	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6097	9.5%
	5335	8.3%
a	5278	8.2%
n	4658	7.2%
r	4447	6.9%
o	3794	5.9%
i	3693	5.7%
l	2970	4.6%
t	2321	3.6%
s	2089	3.2%
Other values (46)	23802	36.9%

None

Value	Count	Frequency (%)
é	45	31.7%
á	19	13.4%
ö	16	11.3%
ó	16	11.3%
í	8	5.6%
ñ	7	4.9%
å	6	4.2%
ç	5	3.5%
É	3	2.1%
Ô	2	1.4%
Other values (10)	15	10.6%

num_critic_for_reviews
Real number (ℝ)

HIGH CORRELATION

Distinct	528
Distinct (%)	10.6%
Missing	50
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%
Mean	140.19427

Minimum	1
Maximum	813
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	1
5-th percentile	9
Q1	50
median	110
Q3	195
95-th percentile	387
Maximum	813
Range	812
Interquartile range (IQR)	145

Descriptive statistics

Standard deviation	121.60168
Coefficient of variation (CV)	0.86737977
Kurtosis	2.9134164
Mean	140.19427
Median Absolute Deviation (MAD)	68
Skewness	1.5165327
Sum	699990
Variance	14786.967
Monotonicity	Not monotonic

Histogram of lengths of the category

Value	Count	Frequency (%)
r	2118	43.6%
pg-13	1461	30.1%
pg	701	14.4%
not	116	2.4%
rated	116	2.4%
g	112	2.3%
unrated	62	1.3%
approved	55	1.1%
tv-14	30	0.6%
tv-ma	20	0.4%
Other values (9)	65	1.3%

Most occurring characters

Value	Count	Frequency (%)
G	2303	17.3%
R	2234	16.7%
P	2190	16.4%
-	1543	11.6%
1	1498	11.2%
3	1461	11.0%
t	294	2.2%
e	242	1.8%
d	242	1.8%
a	187	1.4%
Other values (18)	1144	8.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	13338	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
G	2303	17.3%
R	2234	16.7%
P	2190	16.4%
-	1543	11.6%
1	1498	11.2%
3	1461	11.0%
t	294	2.2%
e	242	1.8%
d	242	1.8%
a	187	1.4%
Other values (18)	1144	8.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	13338	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
G	2303	17.3%
R	2234	16.7%
P	2190	16.4%
-	1543	11.6%
1	1498	11.2%
3	1461	11.0%
t	294	2.2%
e	242	1.8%
d	242	1.8%
a	187	1.4%
Other values (18)	1144	8.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	13338	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
G	2303	17.3%
R	2234	16.7%
P	2190	16.4%
-	1543	11.6%
1	1498	11.2%
3	1461	11.0%
t	294	2.2%
e	242	1.8%
d	242	1.8%
a	187	1.4%
Other values (18)	1144	8.6%

budget
Real number (ℝ)

MISSING SKEWED

Distinct	444
Distinct (%)	9.6%
Missing	406
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	39389278

Minimum	218
Maximum	1.22155 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	43	0.9%
9	37	0.7%
5	36	0.7%
8	35	0.7%
10	35	0.7%
12	34	0.7%
16	33	0.7%
81	33	0.7%
43	31	0.6%
29	30	0.6%
Other values (518)	4646	92.1%
(Missing)	50	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	43	0.9%
2	26	0.5%
3	24	0.5%
4	29	0.6%
5	36	0.7%
6	28	0.6%
7	23	0.5%
8	35	0.7%
9	37	0.7%
10	35	0.7%

Value	Count	Frequency (%)
813	1	< 0.1%
775	1	< 0.1%
765	1	< 0.1%
750	2	< 0.1%
739	1	< 0.1%
738	1	< 0.1%
733	1	< 0.1%
723	1	< 0.1%
712	1	< 0.1%
703	2	< 0.1%

duration
Real number (ℝ)

Distinct	191
Distinct (%)	3.8%
Missing	15
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	107.20107

Minimum	7
Maximum	511
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	7
5-th percentile	81
Q1	93
median	103
Q3	118
95-th percentile	146
Maximum	511
Range	504
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	25.197441
Coefficient of variation (CV)	0.2350484
Kurtosis	22.565797
Mean	107.20107
Median Absolute Deviation (MAD)	12
Skewness	2.339134
Sum	539007
Variance	634.91102
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
90	161	3.2%
100	141	2.8%
101	139	2.8%
98	135	2.7%
97	131	2.6%
93	129	2.6%
95	124	2.5%
94	124	2.5%
99	124	2.5%
96	113	2.2%
Other values (181)	3707	73.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
7	2	< 0.1%
11	1	< 0.1%
14	1	< 0.1%
20	1	< 0.1%
22	7	0.1%
23	2	< 0.1%
24	2	< 0.1%
25	4	0.1%
27	1	< 0.1%
28	1	< 0.1%

Value	Count	Frequency (%)
511	1	< 0.1%
334	1	< 0.1%
330	1	< 0.1%
325	1	< 0.1%
300	1	< 0.1%
293	1	< 0.1%
289	1	< 0.1%
286	1	< 0.1%
280	1	< 0.1%
271	1	< 0.1%

director_fb_likes
Real number (ℝ)

MISSING ZEROS

Distinct	435
Distinct (%)	8.8%
Missing	104
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	686.50921

Minimum	0
Maximum	23000
Zeros	907
Zeros (%)	18.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	7
median	49
Q3	194.5
95-th percentile	973
Maximum	23000
Range	23000
Interquartile range (IQR)	187.5

Descriptive statistics

Standard deviation	2813.3286
Coefficient of variation (CV)	4.0980202
Kurtosis	27.256289
Mean	686.50921
Median Absolute Deviation (MAD)	49
Skewness	5.2297012
Sum	3390669
Variance	7914817.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	907	18.0%
3	70	1.4%
6	66	1.3%
7	64	1.3%
2	63	1.2%
4	60	1.2%
11	59	1.2%
10	53	1.1%
8	52	1.0%
5	52	1.0%
Other values (425)	3493	69.3%
(Missing)	104	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	907	18.0%
2	63	1.2%
3	70	1.4%
4	60	1.2%
5	52	1.0%
6	66	1.3%
7	64	1.3%
8	52	1.0%
9	49	1.0%
10	53	1.1%

Value	Count	Frequency (%)
23000	1	< 0.1%
22000	8	0.2%
21000	10	0.2%
20000	1	< 0.1%
18000	4	0.1%
17000	20	0.4%
16000	28	0.6%
15000	2	< 0.1%
14000	30	0.6%
13000	26	0.5%

actor_3_fb_likes
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	906
Distinct (%)	18.0%
Missing	23
Missing (%)	0.5%
Infinite	0
Infinite (%)	0.0%
Mean	645.00976

Minimum	0
Maximum	23000
Zeros	89
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	0
5-th percentile	10
Q1	133
median	371.5
Q3	636
95-th percentile	1000
Maximum	23000
Range	23000
Interquartile range (IQR)	503

Descriptive statistics

Standard deviation	1665.0417
Coefficient of variation (CV)	2.581421
Kurtosis	60.563888
Mean	645.00976
Median Absolute Deviation (MAD)	248.5
Skewness	7.2790208
Sum	3237949
Variance	2772364
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	126	2.5%
0	89	1.8%
11000	29	0.6%
3	28	0.6%
2000	27	0.5%
3000	26	0.5%
826	22	0.4%
2	21	0.4%
7	21	0.4%
4	21	0.4%
Other values (896)	4610	91.4%
(Missing)	23	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	89	1.8%
2	21	0.4%
3	28	0.6%
4	21	0.4%
5	18	0.4%
6	18	0.4%
7	21	0.4%
8	17	0.3%
9	16	0.3%
10	12	0.2%

Value	Count	Frequency (%)
23000	2	< 0.1%
20000	1	< 0.1%
19000	5	0.1%
17000	1	< 0.1%
16000	3	0.1%
15000	1	< 0.1%
14000	6	0.1%
13000	5	0.1%
12000	8	0.2%
11000	29	0.6%

actor_2_name
Text

Distinct	3032
Distinct (%)	60.3%
Missing	13
Missing (%)	0.3%
Memory size	39.5 KiB

Length

Max length	28
Median length	25
Mean length	13.074354
Min length	3

Characters and Unicode

Total characters	65764
Distinct characters	80
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2089 ?
Unique (%)	41.5%

Sample

1st row	Joel David Moore
2nd row	Orlando Bloom
3rd row	Rory Kinnear
4th row	Christian Bale
5th row	Rob Walker

Value	Count	Frequency (%)
michael	102	1.0%
david	60	0.6%
john	56	0.5%
james	53	0.5%
scott	52	0.5%
tom	50	0.5%
jason	44	0.4%
robert	44	0.4%
kevin	41	0.4%
adam	39	0.4%
Other values (3825)	9861	94.8%

Most occurring characters

Value	Count	Frequency (%)
e	6221	9.5%
a	5930	9.0%
	5372	8.2%
n	4762	7.2%
r	4398	6.7%
i	4018	6.1%
o	3645	5.5%
l	3420	5.2%
t	2348	3.6%
s	2160	3.3%
Other values (70)	23490	35.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	49447	75.2%
Uppercase Letter	10686	16.2%
Space Separator	5372	8.2%
Other Punctuation	189	0.3%
Dash Punctuation	64	0.1%
Decimal Number	6	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6221	12.6%
a	5930	12.0%
n	4762	9.6%
r	4398	8.9%
i	4018	8.1%
o	3645	7.4%
l	3420	6.9%
t	2348	4.7%
s	2160	4.4%
h	1796	3.6%
Other values (38)	10749	21.7%

Uppercase Letter

Value	Count	Frequency (%)
M	999	9.3%
S	821	7.7%
C	815	7.6%
B	773	7.2%
J	770	7.2%
D	668	6.3%
A	640	6.0%
R	592	5.5%
L	511	4.8%
T	463	4.3%
Other values (16)	3634	34.0%

Other Punctuation

Value	Count	Frequency (%)
.	124	65.6%
'	65	34.4%

Decimal Number

Value	Count	Frequency (%)
0	3	50.0%
5	3	50.0%

Space Separator

Value	Count	Frequency (%)
	5372	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	64	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	60133	91.4%
Common	5631	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6221	10.3%
a	5930	9.9%
n	4762	7.9%
r	4398	7.3%
i	4018	6.7%
o	3645	6.1%
l	3420	5.7%
t	2348	3.9%
s	2160	3.6%
h	1796	3.0%
Other values (64)	21435	35.6%

Common

Value	Count	Frequency (%)
	5372	95.4%
.	124	2.2%
'	65	1.2%
-	64	1.1%
0	3	0.1%
5	3	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	65642	99.8%
None	122	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6221	9.5%
a	5930	9.0%
	5372	8.2%
n	4762	7.3%
r	4398	6.7%
i	4018	6.1%
o	3645	5.6%
l	3420	5.2%
t	2348	3.6%
s	2160	3.3%
Other values (48)	23368	35.6%

None

Value	Count	Frequency (%)
é	43	35.2%
í	14	11.5%
á	10	8.2%
ë	8	6.6%
ó	6	4.9%
ø	6	4.9%
å	5	4.1%
ü	4	3.3%
ï	3	2.5%
ç	3	2.5%
Other values (12)	20	16.4%

actor_1_fb_likes
Real number (ℝ)

HIGH CORRELATION

Distinct	878
Distinct (%)	17.4%
Missing	7
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	6560.0471

Minimum	0
Maximum	640000
Zeros	26
Zeros (%)	0.5%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	0
5-th percentile	95.5
Q1	614
median	988
Q3	11000
95-th percentile	24000
Maximum	640000
Range	640000
Interquartile range (IQR)	10386

Descriptive statistics

Standard deviation	15020.759
Coefficient of variation (CV)	2.2897334
Kurtosis	683.54736
Mean	6560.0471
Median Absolute Deviation (MAD)	752.5
Skewness	19.121776
Sum	33036397
Variance	2.256232 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	449	8.9%
11000	211	4.2%
2000	197	3.9%
3000	155	3.1%
12000	135	2.7%
13000	127	2.5%
14000	123	2.4%
10000	112	2.2%
18000	109	2.2%
22000	82	1.6%
Other values (868)	3336	66.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.5%
2	8	0.2%
3	4	0.1%
4	2	< 0.1%
5	7	0.1%
6	3	0.1%
7	3	0.1%
8	1	< 0.1%
9	3	0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
640000	1	< 0.1%
260000	3	0.1%
164000	2	< 0.1%
137000	2	< 0.1%
87000	8	0.2%
77000	1	< 0.1%
49000	27	0.5%
46000	1	< 0.1%
45000	5	0.1%
44000	2	< 0.1%

gross
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	4224
Distinct (%)	96.7%
Missing	677
Missing (%)	13.4%
Infinite	0
Infinite (%)	0.0%
Mean	46720941

Minimum	162
Maximum	7.6050585 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	162
5-th percentile	59477.75
Q1	4587414.5
median	24004159
Q3	59548720
95-th percentile	1.7731869 × 10⁸
Maximum	7.6050585 × 10⁸
Range	7.6050568 × 10⁸
Interquartile range (IQR)	54961305

Descriptive statistics

Standard deviation	67365553
Coefficient of variation (CV)	1.4418707
Kurtosis	15.481531
Mean	46720941
Median Absolute Deviation (MAD)	22300451
Skewness	3.1921801
Sum	2.0398363 × 10¹¹
Variance	4.5381178 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5000000	4	0.1%
34964818	3	0.1%
26410477	3	0.1%
8000000	3	0.1%
218051260	3	0.1%
5773519	3	0.1%
7000000	3	0.1%
177343675	3	0.1%
3000000	3	0.1%
144512310	3	0.1%
Other values (4214)	4335	86.0%
(Missing)	677	13.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
162	1	< 0.1%
423	1	< 0.1%
607	1	< 0.1%
703	1	< 0.1%
721	1	< 0.1%
728	1	< 0.1%
828	1	< 0.1%
1029	1	< 0.1%
1036	1	< 0.1%
1100	1	< 0.1%

Value	Count	Frequency (%)
760505847	1	< 0.1%
658672302	1	< 0.1%
652177271	1	< 0.1%
623279547	2	< 0.1%
533316061	1	< 0.1%
474544677	1	< 0.1%
460935665	1	< 0.1%
458991599	1	< 0.1%
448130642	1	< 0.1%
436471036	1	< 0.1%

genres
Text

Distinct	914
Distinct (%)	18.1%
Missing	0
Missing (%)	0.0%
Memory size	39.5 KiB

Length

Max length	64
Median length	53
Mean length	20.313107
Min length	5

Characters and Unicode

Total characters	102439
Distinct characters	35
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	495 ?
Unique (%)	9.8%

Sample

1st row	Action\|Adventure\|Fantasy\|Sci-Fi
2nd row	Action\|Adventure\|Fantasy
3rd row	Action\|Adventure\|Thriller
4th row	Action\|Thriller
5th row	Documentary

Value	Count	Frequency (%)
drama	236	4.7%
comedy	209	4.1%
comedy\|drama	191	3.8%
comedy\|drama\|romance	187	3.7%
comedy\|romance	158	3.1%
drama\|romance	152	3.0%
crime\|drama\|thriller	101	2.0%
horror	71	1.4%
action\|crime\|drama\|thriller	68	1.3%
action\|crime\|thriller	65	1.3%
Other values (904)	3605	71.5%

Most occurring characters

Value	Count	Frequency (%)
r	10547	10.3%
\|	9461	9.2%
a	9065	8.8%
e	7946	7.8%
m	7378	7.2%
i	6575	6.4%
o	6319	6.2%
y	4651	4.5%
n	4495	4.4%
t	4042	3.9%
Other values (25)	31960	31.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	77222	75.4%
Uppercase Letter	15131	14.8%
Math Symbol	9461	9.2%
Dash Punctuation	625	0.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	10547	13.7%
a	9065	11.7%
e	7946	10.3%
m	7378	9.6%
i	6575	8.5%
o	6319	8.2%
y	4651	6.0%
n	4495	5.8%
t	4042	5.2%
l	3508	4.5%
Other values (9)	12696	16.4%

Uppercase Letter

Value	Count	Frequency (%)
C	2761	18.2%
D	2715	17.9%
A	2318	15.3%
F	1778	11.8%
T	1413	9.3%
R	1109	7.3%
M	846	5.6%
S	804	5.3%
H	772	5.1%
W	310	2.0%
Other values (4)	305	2.0%

Math Symbol

Value	Count	Frequency (%)
\|	9461	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	625	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	92353	90.2%
Common	10086	9.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	10547	11.4%
a	9065	9.8%
e	7946	8.6%
m	7378	8.0%
i	6575	7.1%
o	6319	6.8%
y	4651	5.0%
n	4495	4.9%
t	4042	4.4%
l	3508	3.8%
Other values (23)	27827	30.1%

Common

Value	Count	Frequency (%)
\|	9461	93.8%
-	625	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	102439	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	10547	10.3%
\|	9461	9.2%
a	9065	8.8%
e	7946	7.8%
m	7378	7.2%
i	6575	6.4%
o	6319	6.2%
y	4651	4.5%
n	4495	4.4%
t	4042	3.9%
Other values (25)	31960	31.2%

actor_1_name
Text

Distinct	2097
Distinct (%)	41.6%
Missing	7
Missing (%)	0.1%
Memory size	39.5 KiB

Length

Max length	27
Median length	24
Mean length	13.192415
Min length	4

Characters and Unicode

Total characters	66437
Distinct characters	76
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1360 ?
Unique (%)	27.0%

Sample

1st row	CCH Pounder
2nd row	Johnny Depp
3rd row	Christoph Waltz
4th row	Tom Hardy
5th row	Doug Walker

Value	Count	Frequency (%)
robert	109	1.0%
tom	93	0.9%
michael	89	0.9%
jason	59	0.6%
de	57	0.5%
james	54	0.5%
bruce	51	0.5%
steve	50	0.5%
jr	49	0.5%
niro	49	0.5%
Other values (2888)	9784	93.7%

Most occurring characters

Value	Count	Frequency (%)
e	6213	9.4%
a	5732	8.6%
	5408	8.1%
n	4818	7.3%
r	4311	6.5%
i	4249	6.4%
o	3918	5.9%
l	3312	5.0%
t	2569	3.9%
s	2349	3.5%
Other values (66)	23558	35.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	50016	75.3%
Uppercase Letter	10711	16.1%
Space Separator	5408	8.1%
Other Punctuation	227	0.3%
Dash Punctuation	73	0.1%
Decimal Number	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6213	12.4%
a	5732	11.5%
n	4818	9.6%
r	4311	8.6%
i	4249	8.5%
o	3918	7.8%
l	3312	6.6%
t	2569	5.1%
s	2349	4.7%
h	1791	3.6%
Other values (32)	10754	21.5%

Uppercase Letter

Value	Count	Frequency (%)
J	954	8.9%
M	912	8.5%
S	853	8.0%
C	818	7.6%
B	741	6.9%
D	728	6.8%
R	635	5.9%
H	524	4.9%
A	499	4.7%
L	490	4.6%
Other values (18)	3557	33.2%

Other Punctuation

Value	Count	Frequency (%)
.	179	78.9%
'	48	21.1%

Decimal Number

Value	Count	Frequency (%)
5	1	50.0%
0	1	50.0%

Space Separator

Value	Count	Frequency (%)
	5408	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	73	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	60727	91.4%
Common	5710	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6213	10.2%
a	5732	9.4%
n	4818	7.9%
r	4311	7.1%
i	4249	7.0%
o	3918	6.5%
l	3312	5.5%
t	2569	4.2%
s	2349	3.9%
h	1791	2.9%
Other values (60)	21465	35.3%

Common

Value	Count	Frequency (%)
	5408	94.7%
.	179	3.1%
-	73	1.3%
'	48	0.8%
5	1	< 0.1%
0	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	66357	99.9%
None	80	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6213	9.4%
a	5732	8.6%
	5408	8.1%
n	4818	7.3%
r	4311	6.5%
i	4249	6.4%
o	3918	5.9%
l	3312	5.0%
t	2569	3.9%
s	2349	3.5%
Other values (48)	23478	35.4%

None

Value	Count	Frequency (%)
é	20	25.0%
ë	15	18.8%
á	7	8.8%
í	6	7.5%
å	5	6.2%
ç	5	6.2%
ø	4	5.0%
Ó	3	3.8%
à	2	2.5%
ü	2	2.5%
Other values (8)	11	13.8%

movie_title
Text

Distinct	4917
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Memory size	39.5 KiB

Length

Max length	87
Median length	59
Mean length	16.549673
Min length	2

Characters and Unicode

Total characters	83460
Distinct characters	97
Distinct categories	13 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4798 ?
Unique (%)	95.1%

Sample

1st row	Avatar
2nd row	Pirates of the Caribbean: At World's End
3rd row	Spectre
4th row	The Dark Knight Rises
5th row	Star Wars: Episode VII - The Force Awakens

Value	Count	Frequency (%)
the	1606	11.5%
of	483	3.5%
a	193	1.4%
and	150	1.1%
in	123	0.9%
to	107	0.8%
2	104	0.7%
	81	0.6%
man	66	0.5%
love	56	0.4%
Other values (4905)	10987	78.7%

Most occurring characters

Value	Count	Frequency (%)
	10209	12.2%
e	7898	9.5%
	5043	6.0%
a	4859	5.8%
o	4669	5.6%
n	4141	5.0%
r	4135	5.0%
i	3933	4.7%
t	3818	4.6%
s	3007	3.6%
Other values (87)	31748	38.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	54383	65.2%
Space Separator	15252	18.3%
Uppercase Letter	12232	14.7%
Other Punctuation	952	1.1%
Decimal Number	526	0.6%
Dash Punctuation	95	0.1%
Close Punctuation	5	< 0.1%
Open Punctuation	5	< 0.1%
Currency Symbol	4	< 0.1%
Other Number	2	< 0.1%
Other values (3)	4	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	7898	14.5%
a	4859	8.9%
o	4669	8.6%
n	4141	7.6%
r	4135	7.6%
i	3933	7.2%
t	3818	7.0%
s	3007	5.5%
h	2975	5.5%
l	2538	4.7%
Other values (25)	12410	22.8%

Uppercase Letter

Value	Count	Frequency (%)
T	1724	14.1%
S	1054	8.6%
M	821	6.7%
B	778	6.4%
D	727	5.9%
C	687	5.6%
A	664	5.4%
L	580	4.7%
H	569	4.7%
W	505	4.1%
Other values (17)	4123	33.7%

Other Punctuation

Value	Count	Frequency (%)
:	371	39.0%
'	231	24.3%
.	145	15.2%
,	79	8.3%
&	61	6.4%
!	32	3.4%
?	16	1.7%
/	8	0.8%
*	5	0.5%
#	2	0.2%
Other values (2)	2	0.2%

Decimal Number

Value	Count	Frequency (%)
2	147	27.9%
3	87	16.5%
0	86	16.3%
1	82	15.6%
4	35	6.7%
8	22	4.2%
5	21	4.0%
9	17	3.2%
7	15	2.9%
6	14	2.7%

Space Separator

Value	Count	Frequency (%)
	10209	66.9%
	5043	33.1%

Close Punctuation

Value	Count	Frequency (%)
)	3	60.0%
]	2	40.0%

Open Punctuation

Value	Count	Frequency (%)
(	3	60.0%
[	2	40.0%

Currency Symbol

Value	Count	Frequency (%)
¢	2	50.0%
$	2	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	95	100.0%

Other Number

Value	Count	Frequency (%)
½	2	100.0%

Math Symbol

Value	Count	Frequency (%)
+	2	100.0%

Other Symbol

Value	Count	Frequency (%)
°	1	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	66615	79.8%
Common	16845	20.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	7898	11.9%
a	4859	7.3%
o	4669	7.0%
n	4141	6.2%
r	4135	6.2%
i	3933	5.9%
t	3818	5.7%
s	3007	4.5%
h	2975	4.5%
l	2538	3.8%
Other values (52)	24642	37.0%

Common

Value	Count	Frequency (%)
	10209	60.6%
	5043	29.9%
:	371	2.2%
'	231	1.4%
2	147	0.9%
.	145	0.9%
-	95	0.6%
3	87	0.5%
0	86	0.5%
1	82	0.5%
Other values (25)	349	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	78394	93.9%
None	5066	6.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	10209	13.0%
e	7898	10.1%
a	4859	6.2%
o	4669	6.0%
n	4141	5.3%
r	4135	5.3%
i	3933	5.0%
t	3818	4.9%
s	3007	3.8%
h	2975	3.8%
Other values (72)	28750	36.7%

None

Value	Count	Frequency (%)
	5043	99.5%
é	8	0.2%
¢	2	< 0.1%
½	2	< 0.1%
ä	1	< 0.1%
Æ	1	< 0.1%
è	1	< 0.1%
à	1	< 0.1%
·	1	< 0.1%
ü	1	< 0.1%
Other values (5)	5	0.1%

num_voted_users
Real number (ℝ)

HIGH CORRELATION

Distinct	4826
Distinct (%)	95.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	83668.161

Minimum	5
Maximum	1689764
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	5
5-th percentile	514.6
Q1	8593.5
median	34359
Q3	96309
95-th percentile	332254.9
Maximum	1689764
Range	1689759
Interquartile range (IQR)	87715.5

Descriptive statistics

Standard deviation	138485.26
Coefficient of variation (CV)	1.6551727
Kurtosis	24.44552
Mean	83668.161
Median Absolute Deviation (MAD)	30816
Skewness	4.0298711
Sum	4.2193854 × 10⁸
Variance	1.9178166 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
57	5	0.1%
6	4	0.1%
3119	3	0.1%
38	3	0.1%
53	3	0.1%
374	3	0.1%
6025	3	0.1%
62	3	0.1%
2541	3	0.1%
162	3	0.1%
Other values (4816)	5010	99.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5	2	< 0.1%
6	4	0.1%
7	2	< 0.1%
8	3	0.1%
10	1	< 0.1%
13	1	< 0.1%
15	2	< 0.1%
16	1	< 0.1%
18	2	< 0.1%
19	1	< 0.1%

Value	Count	Frequency (%)
1689764	1	< 0.1%
1676169	1	< 0.1%
1468200	1	< 0.1%
1347461	1	< 0.1%
1324680	1	< 0.1%
1251222	1	< 0.1%
1238746	1	< 0.1%
1217752	1	< 0.1%
1215718	1	< 0.1%
1155770	1	< 0.1%

cast_total_fb_likes
Real number (ℝ)

HIGH CORRELATION

Distinct	3978
Distinct (%)	78.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9699.0639

Minimum	0
Maximum	656730
Zeros	33
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	218
5-th percentile	500000
Q1	6000000
median	20000000
Q3	43000000
95-th percentile	1.3 × 10⁸
Maximum	1.22155 × 10¹⁰
Range	1.22155 × 10¹⁰
Interquartile range (IQR)	37000000

Descriptive statistics

Standard deviation	2.0424729 × 10⁸
Coefficient of variation (CV)	5.1853524
Kurtosis	2773.1951
Mean	39389278
Median Absolute Deviation (MAD)	16000000
Skewness	48.577517
Sum	1.8264808 × 10¹¹
Variance	4.1716954 × 10¹⁶
Monotonicity	Not monotonic

Quantile statistics

Minimum	0
5-th percentile	179
Q1	1411
median	3090
Q3	13756.5
95-th percentile	36927.7
Maximum	656730
Range	656730
Interquartile range (IQR)	12345.5

Descriptive statistics

Standard deviation	18163.799
Coefficient of variation (CV)	1.8727373
Kurtosis	361.25512
Mean	9699.0639
Median Absolute Deviation (MAD)	2302
Skewness	12.831928
Sum	48912379
Variance	3.299236 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	33	0.7%
5	7	0.1%
2020	6	0.1%
2	6	0.1%
673	5	0.1%
29	5	0.1%
1044	5	0.1%
81	4	0.1%
964	4	0.1%
1136	4	0.1%
Other values (3968)	4964	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	0.7%
2	6	0.1%
3	1	< 0.1%
4	2	< 0.1%
5	7	0.1%
6	2	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
10	1	< 0.1%
11	2	< 0.1%

Value	Count	Frequency (%)
656730	1	< 0.1%
303717	1	< 0.1%
283939	1	< 0.1%
263584	1	< 0.1%
261818	1	< 0.1%
170118	1	< 0.1%
140268	1	< 0.1%
137712	1	< 0.1%
120797	1	< 0.1%
108016	1	< 0.1%

actor_3_name
Text

Distinct	3521
Distinct (%)	70.1%
Missing	23
Missing (%)	0.5%
Memory size	39.5 KiB

Length

Max length	29
Median length	25
Mean length	13.082271
Min length	3

Characters and Unicode

Total characters	65673
Distinct characters	81
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2648 ?
Unique (%)	52.7%

Sample

1st row	Wes Studi
2nd row	Jack Davenport
3rd row	Stephanie Sigman
4th row	Joseph Gordon-Levitt
5th row	Polly Walker

Value	Count	Frequency (%)
michael	86	0.8%
john	80	0.8%
david	70	0.7%
james	69	0.7%
robert	46	0.4%
tom	43	0.4%
paul	42	0.4%
kevin	41	0.4%
peter	38	0.4%
scott	36	0.3%
Other values (4307)	9842	94.7%

Most occurring characters

Value	Count	Frequency (%)
e	6190	9.4%
a	5995	9.1%
	5373	8.2%
n	4589	7.0%
r	4183	6.4%
i	3975	6.1%
o	3584	5.5%
l	3508	5.3%
t	2354	3.6%
s	2343	3.6%
Other values (71)	23579	35.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	49295	75.1%
Uppercase Letter	10690	16.3%
Space Separator	5373	8.2%
Other Punctuation	234	0.4%
Dash Punctuation	79	0.1%
Decimal Number	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	6190	12.6%
a	5995	12.2%
n	4589	9.3%
r	4183	8.5%
i	3975	8.1%
o	3584	7.3%
l	3508	7.1%
t	2354	4.8%
s	2343	4.8%
h	1857	3.8%
Other values (34)	10717	21.7%

Uppercase Letter

Value	Count	Frequency (%)
M	986	9.2%
J	832	7.8%
S	830	7.8%
B	806	7.5%
C	792	7.4%
D	653	6.1%
R	615	5.8%
A	589	5.5%
L	536	5.0%
K	464	4.3%
Other values (21)	3587	33.6%

Other Punctuation

Value	Count	Frequency (%)
.	171	73.1%
'	63	26.9%

Decimal Number

Value	Count	Frequency (%)
0	1	50.0%
5	1	50.0%

Space Separator

Value	Count	Frequency (%)
	5373	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	79	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	59985	91.3%
Common	5688	8.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	6190	10.3%
a	5995	10.0%
n	4589	7.7%
r	4183	7.0%
i	3975	6.6%
o	3584	6.0%
l	3508	5.8%
t	2354	3.9%
s	2343	3.9%
h	1857	3.1%
Other values (65)	21407	35.7%

Common

Value	Count	Frequency (%)
	5373	94.5%
.	171	3.0%
-	79	1.4%
'	63	1.1%
0	1	< 0.1%
5	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	65537	99.8%
None	136	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	6190	9.4%
a	5995	9.1%
	5373	8.2%
n	4589	7.0%
r	4183	6.4%
i	3975	6.1%
o	3584	5.5%
l	3508	5.4%
t	2354	3.6%
s	2343	3.6%
Other values (48)	23443	35.8%

None

Value	Count	Frequency (%)
é	49	36.0%
í	14	10.3%
á	13	9.6%
ó	9	6.6%
ë	7	5.1%
ü	7	5.1%
à	6	4.4%
è	4	2.9%
ç	3	2.2%
ô	3	2.2%
Other values (13)	21	15.4%

facenumber_in_poster
Real number (ℝ)

ZEROS

Distinct	19
Distinct (%)	0.4%
Missing	13
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	1.371173

Minimum	0
Maximum	43
Zeros	2152
Zeros (%)	42.7%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	2
95-th percentile	5
Maximum	43
Range	43
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.0135759
Coefficient of variation (CV)	1.4685061
Kurtosis	52.033735
Mean	1.371173
Median Absolute Deviation (MAD)	1
Skewness	4.3847659
Sum	6897
Variance	4.054488
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	2152	42.7%
1	1251	24.8%
2	716	14.2%
3	380	7.5%
4	207	4.1%
5	114	2.3%
6	76	1.5%
7	48	1.0%
8	37	0.7%
9	18	0.4%
Other values (9)	31	0.6%
(Missing)	13	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2152	42.7%
1	1251	24.8%
2	716	14.2%
3	380	7.5%
4	207	4.1%
5	114	2.3%
6	76	1.5%
7	48	1.0%
8	37	0.7%
9	18	0.4%

Value	Count	Frequency (%)
43	1	< 0.1%
31	1	< 0.1%
19	1	< 0.1%
15	6	0.1%
14	1	< 0.1%
13	2	< 0.1%
12	4	0.1%
11	5	0.1%
10	10	0.2%
9	18	0.4%

plot_keywords
Text

MISSING

Distinct	4760
Distinct (%)	97.3%
Missing	153
Missing (%)	3.0%
Memory size	39.5 KiB

Length

Max length	149
Median length	102
Mean length	52.426994
Min length	2

Characters and Unicode

Total characters	256368
Distinct characters	42
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4639 ?
Unique (%)	94.9%

Sample

1st row	avatar\|future\|marine\|native\|paraplegic
2nd row	goddess\|marriage ceremony\|marriage proposal\|pirate\|singapore
3rd row	bomb\|espionage\|sequel\|spy\|terrorist
4th row	deception\|imprisonment\|lawlessness\|police officer\|terrorist plot
5th row	alien\|american civil war\|male nipple\|mars\|princess

Value	Count	Frequency (%)
in	331	1.8%
of	222	1.2%
on	209	1.2%
the	191	1.1%
a	185	1.0%
to	180	1.0%
york	122	0.7%
based	106	0.6%
female	104	0.6%
by	99	0.5%
Other values (11486)	16269	90.3%

Most occurring characters

Value	Count	Frequency (%)
e	24813	9.7%
a	19572	7.6%
\|	19207	7.5%
i	18742	7.3%
r	18124	7.1%
t	16182	6.3%
n	15662	6.1%
o	15470	6.0%
s	13297	5.2%
	13128	5.1%
Other values (32)	82171	32.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	222681	86.9%
Math Symbol	19207	7.5%
Space Separator	13128	5.1%
Decimal Number	1131	0.4%
Other Punctuation	219	0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	24813	11.1%
a	19572	8.8%
i	18742	8.4%
r	18124	8.1%
t	16182	7.3%
n	15662	7.0%
o	15470	6.9%
s	13297	6.0%
l	11203	5.0%
c	9458	4.2%
Other values (16)	60158	27.0%

Decimal Number

Value	Count	Frequency (%)
1	284	25.1%
0	270	23.9%
9	222	19.6%
2	81	7.2%
8	65	5.7%
7	49	4.3%
5	47	4.2%
3	44	3.9%
6	38	3.4%
4	31	2.7%

Other Punctuation

Value	Count	Frequency (%)
.	130	59.4%
'	89	40.6%

Math Symbol

Value	Count	Frequency (%)
\|	19207	100.0%

Space Separator

Value	Count	Frequency (%)
	13128	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	222681	86.9%
Common	33687	13.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	24813	11.1%
a	19572	8.8%
i	18742	8.4%
r	18124	8.1%
t	16182	7.3%
n	15662	7.0%
o	15470	6.9%
s	13297	6.0%
l	11203	5.0%
c	9458	4.2%
Other values (16)	60158	27.0%

Common

Value	Count	Frequency (%)
\|	19207	57.0%
	13128	39.0%
1	284	0.8%
0	270	0.8%
9	222	0.7%
.	130	0.4%
'	89	0.3%
2	81	0.2%
8	65	0.2%
7	49	0.1%
Other values (6)	162	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	256368	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	24813	9.7%
a	19572	7.6%
\|	19207	7.5%
i	18742	7.3%
r	18124	7.1%
t	16182	6.3%
n	15662	6.1%
o	15470	6.0%
s	13297	5.2%
	13128	5.1%
Other values (32)	82171	32.1%

movie_imdb_link
Text

Distinct	4919
Distinct (%)	97.5%
Missing	0
Missing (%)	0.0%
Memory size	39.5 KiB

Length

Max length	52
Median length	52
Mean length	52
Min length	52

Characters and Unicode

Total characters	262236
Distinct characters	31
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4802 ?
Unique (%)	95.2%

Sample

1st row	http://www.imdb.com/title/tt0499549/?ref_=fn_tt_tt_1
2nd row	http://www.imdb.com/title/tt0449088/?ref_=fn_tt_tt_1
3rd row	http://www.imdb.com/title/tt2379713/?ref_=fn_tt_tt_1
4th row	http://www.imdb.com/title/tt1345836/?ref_=fn_tt_tt_1
5th row	http://www.imdb.com/title/tt5289954/?ref_=fn_tt_tt_1

Value	Count	Frequency (%)
http://www.imdb.com/title/tt0232500/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt3332064/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt0360717/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt2224026/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt1976009/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt0077651/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt2638144/?ref_=fn_tt_tt_1	3	0.1%
http://www.imdb.com/title/tt4651520/?ref_=fn_tt_tt_1	2	< 0.1%
http://www.imdb.com/title/tt1051904/?ref_=fn_tt_tt_1	2	< 0.1%
http://www.imdb.com/title/tt1343727/?ref_=fn_tt_tt_1	2	< 0.1%
Other values (4909)	5016	99.5%

Most occurring characters

Value	Count	Frequency (%)
t	50430	19.2%
/	25215	9.6%
_	20172	7.7%
w	15129	5.8%
.	10086	3.8%
i	10086	3.8%
m	10086	3.8%
f	10086	3.8%
e	10086	3.8%
1	9894	3.8%
Other values (21)	90966	34.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	151290	57.7%
Other Punctuation	45387	17.3%
Decimal Number	40344	15.4%
Connector Punctuation	20172	7.7%
Math Symbol	5043	1.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	50430	33.3%
w	15129	10.0%
i	10086	6.7%
m	10086	6.7%
f	10086	6.7%
e	10086	6.7%
n	5043	3.3%
r	5043	3.3%
h	5043	3.3%
l	5043	3.3%
Other values (5)	25215	16.7%

Decimal Number

Value	Count	Frequency (%)
1	9894	24.5%
0	6821	16.9%
2	3668	9.1%
3	3246	8.0%
4	3177	7.9%
8	2911	7.2%
9	2726	6.8%
6	2722	6.7%
7	2702	6.7%
5	2477	6.1%

Other Punctuation

Value	Count	Frequency (%)
/	25215	55.6%
.	10086	22.2%
?	5043	11.1%
:	5043	11.1%

Connector Punctuation

Value	Count	Frequency (%)
_	20172	100.0%

Math Symbol

Value	Count	Frequency (%)
=	5043	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	151290	57.7%
Common	110946	42.3%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	25215	22.7%
_	20172	18.2%
.	10086	9.1%
1	9894	8.9%
0	6821	6.1%
=	5043	4.5%
?	5043	4.5%
:	5043	4.5%
2	3668	3.3%
3	3246	2.9%
Other values (6)	16715	15.1%

Latin

Value	Count	Frequency (%)
t	50430	33.3%
w	15129	10.0%
i	10086	6.7%
m	10086	6.7%
f	10086	6.7%
e	10086	6.7%
n	5043	3.3%
r	5043	3.3%
h	5043	3.3%
l	5043	3.3%
Other values (5)	25215	16.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	262236	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	50430	19.2%
/	25215	9.6%
_	20172	7.7%
w	15129	5.8%
.	10086	3.8%
i	10086	3.8%
m	10086	3.8%
f	10086	3.8%
e	10086	3.8%
1	9894	3.8%
Other values (21)	90966	34.7%

num_user_for_reviews
Real number (ℝ)

HIGH CORRELATION

Distinct	954
Distinct (%)	19.0%
Missing	21
Missing (%)	0.4%
Infinite	0
Infinite (%)	0.0%
Mean	272.77081

Minimum	1
Maximum	5060
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	1
5-th percentile	10
Q1	65
median	156
Q3	326
95-th percentile	907.8
Maximum	5060
Range	5059
Interquartile range (IQR)	261

Descriptive statistics

Standard deviation	377.98289
Coefficient of variation (CV)	1.385716
Kurtosis	26.438297
Mean	272.77081
Median Absolute Deviation (MAD)	113
Skewness	4.1214752
Sum	1369855
Variance	142871.06
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	51	1.0%
3	33	0.7%
2	32	0.6%
26	32	0.6%
10	29	0.6%
6	28	0.6%
50	26	0.5%
32	25	0.5%
8	25	0.5%
31	24	0.5%
Other values (944)	4717	93.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	51	1.0%
2	32	0.6%
3	33	0.7%
4	23	0.5%
5	19	0.4%
6	28	0.6%
7	17	0.3%
8	25	0.5%
9	23	0.5%
10	29	0.6%

Value	Count	Frequency (%)
5060	1	< 0.1%
4667	1	< 0.1%
4144	1	< 0.1%
3646	1	< 0.1%
3597	1	< 0.1%
3516	1	< 0.1%
3400	1	< 0.1%
3286	1	< 0.1%
3189	1	< 0.1%
3054	1	< 0.1%

language
Categorical

HIGH CORRELATION IMBALANCE

Distinct	47
Distinct (%)	0.9%
Missing	12
Missing (%)	0.2%
Memory size	39.5 KiB

English	4704
French	73
Spanish	40
Hindi	28
Mandarin	26
Other values (42)	160

Length

Max length	10
Median length	7
Mean length	6.9807195
Min length	4

Characters and Unicode

Total characters	35120
Distinct characters	43
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	18 ?
Unique (%)	0.4%

Sample

1st row	English
2nd row	English
3rd row	English
4th row	English
5th row	English

Common Values

Value	Count	Frequency (%)
English	4704	93.3%
French	73	1.4%
Spanish	40	0.8%
Hindi	28	0.6%
Mandarin	26	0.5%
German	19	0.4%
Japanese	18	0.4%
Cantonese	11	0.2%
Russian	11	0.2%
Italian	11	0.2%
Other values (37)	90	1.8%
(Missing)	12	0.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
english	4704	93.5%
french	73	1.5%
spanish	40	0.8%
hindi	28	0.6%
mandarin	26	0.5%
german	19	0.4%
japanese	18	0.4%
cantonese	11	0.2%
russian	11	0.2%
italian	11	0.2%
Other values (37)	90	1.8%

Most occurring characters

Value	Count	Frequency (%)
n	5032	14.3%
i	4906	14.0%
h	4845	13.8%
s	4828	13.7%
l	4731	13.5%
g	4722	13.4%
E	4704	13.4%
a	252	0.7%
e	217	0.6%
r	160	0.5%
Other values (33)	723	2.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	30089	85.7%
Uppercase Letter	5031	14.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	5032	16.7%
i	4906	16.3%
h	4845	16.1%
s	4828	16.0%
l	4731	15.7%
g	4722	15.7%
a	252	0.8%
e	217	0.7%
r	160	0.5%
c	88	0.3%
Other values (13)	308	1.0%

Uppercase Letter

Value	Count	Frequency (%)
E	4704	93.5%
F	74	1.5%
S	47	0.9%
H	34	0.7%
M	28	0.6%
G	20	0.4%
J	18	0.4%
P	17	0.3%
C	15	0.3%
I	15	0.3%
Other values (10)	59	1.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	35120	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	5032	14.3%
i	4906	14.0%
h	4845	13.8%
s	4828	13.7%
l	4731	13.5%
g	4722	13.4%
E	4704	13.4%
a	252	0.7%
e	217	0.6%
r	160	0.5%
Other values (33)	723	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	35120	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	5032	14.3%
i	4906	14.0%
h	4845	13.8%
s	4828	13.7%
l	4731	13.5%
g	4722	13.4%
E	4704	13.4%
a	252	0.7%
e	217	0.6%
r	160	0.5%
Other values (33)	723	2.1%

country
Text

Distinct	65
Distinct (%)	1.3%
Missing	5
Missing (%)	0.1%
Memory size	39.5 KiB

Length

Max length	20
Median length	3
Mean length	3.4892815
Min length	2

Characters and Unicode

Total characters	17579
Distinct characters	47
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	28 ?
Unique (%)	0.6%

Sample

1st row	USA
2nd row	USA
3rd row	UK
4th row	USA
5th row	USA

Value	Count	Frequency (%)
usa	3807	74.6%
uk	448	8.8%
france	154	3.0%
canada	126	2.5%
germany	100	2.0%
australia	55	1.1%
india	34	0.7%
spain	33	0.6%
china	30	0.6%
italy	23	0.5%
Other values (63)	294	5.8%

Most occurring characters

Value	Count	Frequency (%)
U	4257	24.2%
A	3877	22.1%
S	3874	22.0%
a	1093	6.2%
n	638	3.6%
K	481	2.7%
e	410	2.3%
r	404	2.3%
i	249	1.4%
d	218	1.2%
Other values (37)	2078	11.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	13165	74.9%
Lowercase Letter	4348	24.7%
Space Separator	66	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	1093	25.1%
n	638	14.7%
e	410	9.4%
r	404	9.3%
i	249	5.7%
d	218	5.0%
c	193	4.4%
l	154	3.5%
y	139	3.2%
m	126	2.9%
Other values (14)	724	16.7%

Uppercase Letter

Value	Count	Frequency (%)
U	4257	32.3%
A	3877	29.4%
S	3874	29.4%
K	481	3.7%
C	163	1.2%
F	155	1.2%
G	103	0.8%
I	81	0.6%
N	30	0.2%
J	23	0.2%
Other values (12)	121	0.9%

Space Separator

Value	Count	Frequency (%)
	66	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	17513	99.6%
Common	66	0.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
U	4257	24.3%
A	3877	22.1%
S	3874	22.1%
a	1093	6.2%
n	638	3.6%
K	481	2.7%
e	410	2.3%
r	404	2.3%
i	249	1.4%
d	218	1.2%
Other values (36)	2012	11.5%

Common

Value	Count	Frequency (%)
	66	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	17579	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
U	4257	24.2%
A	3877	22.1%
S	3874	22.0%
a	1093	6.2%
n	638	3.6%
K	481	2.7%
e	410	2.3%
r	404	2.3%
i	249	1.4%
d	218	1.2%
Other values (37)	2078	11.8%

content_rating
Categorical

HIGH CORRELATION IMBALANCE MISSING

Distinct	18
Distinct (%)	0.4%
Missing	303
Missing (%)	6.0%
Memory size	39.5 KiB

R	2118
PG-13	1461
PG	701
Not Rated	116
G	112
Other values (13)	232

Length

Max length	9
Median length	8
Mean length	2.8139241
Min length	1

Characters and Unicode

Total characters	13338
Distinct characters	28
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	PG-13
2nd row	PG-13
3rd row	PG-13
4th row	PG-13
5th row	PG-13

Common Values

Value	Count	Frequency (%)
R	2118	42.0%
PG-13	1461	29.0%
PG	701	13.9%
Not Rated	116	2.3%
G	112	2.2%
Unrated	62	1.2%
Approved	55	1.1%
TV-14	30	0.6%
TV-MA	20	0.4%
TV-PG	13	0.3%
Other values (8)	52	1.0%
(Missing)	303	6.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
r	2118	43.6%
pg-13	1461	30.1%
pg	701	14.4%
not	116	2.4%
rated	116	2.4%
g	112	2.3%
unrated	62	1.3%
approved	55	1.1%
tv-14	30	0.6%
tv-ma	20	0.4%
Other values (9)	65	1.3%

Most occurring characters

Value	Count	Frequency (%)
G	2303	17.3%
R	2234	16.7%
P	2190	16.4%
-	1543	11.6%
1	1498	11.2%
3	1461	11.0%
t	294	2.2%
e	242	1.8%
d	242	1.8%
a	187	1.4%
Other values (18)	1144	8.6%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	7184	53.9%
Decimal Number	2997	22.5%
Dash Punctuation	1543	11.6%
Lowercase Letter	1498	11.2%
Space Separator	116	0.9%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
G	2303	32.1%
R	2234	31.1%
P	2190	30.5%
N	123	1.7%
V	75	1.0%
T	75	1.0%
A	75	1.0%
U	62	0.9%
M	25	0.3%
X	13	0.2%
Other values (2)	9	0.1%

Lowercase Letter

Value	Count	Frequency (%)
t	294	19.6%
e	242	16.2%
d	242	16.2%
a	187	12.5%
o	171	11.4%
r	117	7.8%
p	110	7.3%
n	62	4.1%
v	55	3.7%
s	18	1.2%

Decimal Number

Value	Count	Frequency (%)
1	1498	50.0%
3	1461	48.7%
4	30	1.0%
7	8	0.3%

Dash Punctuation

Value	Count	Frequency (%)
-	1543	100.0%

Space Separator

Value	Count	Frequency (%)
	116	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8682	65.1%
Common	4656	34.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
G	2303	26.5%
R	2234	25.7%
P	2190	25.2%
t	294	3.4%
e	242	2.8%
d	242	2.8%
a	187	2.2%
o	171	2.0%
N	123	1.4%
r	117	1.3%
Other values (12)	579	6.7%

Common

Value	Count	Frequency (%)
-	1543	33.1%
1	1498	32.2%
3	1461	31.4%
	116	2.5%
4	30	0.6%
7	8	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	13338	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
G	2303	17.3%
R	2234	16.7%
P	2190	16.4%
-	1543	11.6%
1	1498	11.2%
3	1461	11.0%
t	294	2.2%
e	242	1.8%
d	242	1.8%
a	187	1.4%
Other values (18)	1144	8.6%

budget
Real number (ℝ)

HIGH CORRELATION MISSING SKEWED

Distinct	444
Distinct (%)	9.6%
Missing	406
Missing (%)	8.1%
Infinite	0
Infinite (%)	0.0%
Mean	39389278

Minimum	218
Maximum	1.22155 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000000	179	3.5%
15000000	146	2.9%
30000000	146	2.9%
25000000	143	2.8%
10000000	142	2.8%
40000000	133	2.6%
35000000	121	2.4%
5000000	111	2.2%
50000000	104	2.1%
12000000	96	1.9%
Other values (434)	3316	65.8%
(Missing)	406	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
218	1	< 0.1%
1100	1	< 0.1%
1400	1	< 0.1%
3250	1	< 0.1%
4500	1	< 0.1%
7000	3	0.1%
9000	1	< 0.1%
10000	3	0.1%
13000	1	< 0.1%
14000	1	< 0.1%

Value	Count	Frequency (%)
1.22155 × 10¹⁰	1	< 0.1%
4200000000	1	< 0.1%
2500000000	1	< 0.1%
2400000000	1	< 0.1%
2127519898	1	< 0.1%
1100000000	1	< 0.1%
1000000000	1	< 0.1%
700000000	2	< 0.1%
600000000	1	< 0.1%
553632000	1	< 0.1%

title_year
Real number (ℝ)

MISSING

Distinct	91
Distinct (%)	1.8%
Missing	108
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	2002.4705

Minimum	1916
Maximum	2016
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	1916
5-th percentile	1979
Q1	1999
median	2005
Q3	2011
95-th percentile	2015
Maximum	2016
Range	100
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	12.474599
Coefficient of variation (CV)	0.0062296043
Kurtosis	7.4392126
Mean	2002.4705
Median Absolute Deviation (MAD)	6
Skewness	-2.2922733
Sum	9882192
Variance	155.61562
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2009	260	5.2%
2014	252	5.0%
2006	239	4.7%
2013	237	4.7%
2010	230	4.6%
2015	226	4.5%
2008	225	4.5%
2011	225	4.5%
2012	221	4.4%
2005	221	4.4%
Other values (81)	2599	51.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1916	1	< 0.1%
1920	1	< 0.1%
1925	1	< 0.1%
1927	1	< 0.1%
1929	2	< 0.1%
1930	1	< 0.1%
1932	1	< 0.1%
1933	2	< 0.1%
1934	1	< 0.1%
1935	1	< 0.1%

Value	Count	Frequency (%)
2016	106	2.1%
2015	226	4.5%
2014	252	5.0%
2013	237	4.7%
2012	221	4.4%
2011	225	4.5%
2010	230	4.6%
2009	260	5.2%
2008	225	4.5%
2007	204	4.0%

actor_2_fb_likes
Real number (ℝ)

ZEROS

Distinct	917
Distinct (%)	18.2%
Missing	13
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	1651.7545

Minimum	0
Maximum	137000
Zeros	55
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	0
5-th percentile	26
Q1	281
median	595
Q3	918
95-th percentile	11000
Maximum	137000
Range	137000
Interquartile range (IQR)	637

Descriptive statistics

Standard deviation	4042.4389
Coefficient of variation (CV)	2.4473606
Kurtosis	256.79519
Mean	1651.7545
Median Absolute Deviation (MAD)	317
Skewness	9.8847332
Sum	8308325
Variance	16341312
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	309	6.1%
11000	111	2.2%
2000	100	2.0%
3000	76	1.5%
0	55	1.1%
10000	47	0.9%
14000	41	0.8%
13000	40	0.8%
826	37	0.7%
4000	34	0.7%
Other values (907)	4180	82.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	55	1.1%
2	14	0.3%
3	14	0.3%
4	12	0.2%
5	10	0.2%
6	7	0.1%
7	4	0.1%
8	9	0.2%
9	13	0.3%
10	9	0.2%

Value	Count	Frequency (%)
137000	1	< 0.1%
29000	1	< 0.1%
27000	2	< 0.1%
25000	3	0.1%
23000	6	0.1%
22000	11	0.2%
21000	4	0.1%
20000	6	0.1%
19000	7	0.1%
18000	9	0.2%

imdb_score
Real number (ℝ)

Distinct	78
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4421376

Minimum	1.6
Maximum	9.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	1.6
5-th percentile	4.4
Q1	5.8
median	6.6
Q3	7.2
95-th percentile	8.09
Maximum	9.5
Range	7.9
Interquartile range (IQR)	1.4

Descriptive statistics

Standard deviation	1.1251159
Coefficient of variation (CV)	0.17464946
Kurtosis	0.93569151
Mean	6.4421376
Median Absolute Deviation (MAD)	0.7
Skewness	-0.74147134
Sum	32487.7
Variance	1.2658857
Monotonicity	Not monotonic

Quantile statistics

Minimum	218
5-th percentile	500000
Q1	6000000
median	20000000
Q3	43000000
95-th percentile	1.3 × 10⁸
Maximum	1.22155 × 10¹⁰
Range	1.22155 × 10¹⁰
Interquartile range (IQR)	37000000

Descriptive statistics

Standard deviation	2.0424729 × 10⁸
Coefficient of variation (CV)	5.1853524
Kurtosis	2773.1951
Mean	39389278
Median Absolute Deviation (MAD)	16000000
Skewness	48.577517
Sum	1.8264808 × 10¹¹
Variance	4.1716954 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20000000	179	3.5%
15000000	146	2.9%
30000000	146	2.9%
25000000	143	2.8%
10000000	142	2.8%
40000000	133	2.6%
35000000	121	2.4%
5000000	111	2.2%
50000000	104	2.1%
12000000	96	1.9%
Other values (434)	3316	65.8%
(Missing)	406	8.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
218	1	< 0.1%
1100	1	< 0.1%
1400	1	< 0.1%
3250	1	< 0.1%
4500	1	< 0.1%
7000	3	0.1%
9000	1	< 0.1%
10000	3	0.1%
13000	1	< 0.1%
14000	1	< 0.1%

Value	Count	Frequency (%)
1.22155 × 10¹⁰	1	< 0.1%
4200000000	1	< 0.1%
2500000000	1	< 0.1%
2400000000	1	< 0.1%
2127519898	1	< 0.1%
1100000000	1	< 0.1%
1000000000	1	< 0.1%
700000000	2	< 0.1%
600000000	1	< 0.1%
553632000	1	< 0.1%

title_year
Real number (ℝ)

MISSING

Distinct	91
Distinct (%)	1.8%
Missing	108
Missing (%)	2.1%
Infinite	0
Infinite (%)	0.0%
Mean	2002.4705

Minimum	1916
Maximum	2016
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.7	223	4.4%
6.6	201	4.0%
7.2	195	3.9%
6.5	186	3.7%
6.4	185	3.7%
7	184	3.6%
7.3	184	3.6%
6.8	181	3.6%
7.1	181	3.6%
6.1	179	3.5%
Other values (68)	3144	62.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.6	1	< 0.1%
1.7	1	< 0.1%
1.9	3	0.1%
2	2	< 0.1%
2.1	3	0.1%
2.2	3	0.1%
2.3	3	0.1%
2.4	2	< 0.1%
2.5	2	< 0.1%
2.6	2	< 0.1%

Value	Count	Frequency (%)
9.5	1	< 0.1%
9.3	1	< 0.1%
9.2	1	< 0.1%
9.1	3	0.1%
9	3	0.1%
8.9	5	0.1%
8.8	7	0.1%
8.7	13	0.3%
8.6	15	0.3%
8.5	24	0.5%

aspect_ratio
Real number (ℝ)

MISSING

Distinct	22
Distinct (%)	0.5%
Missing	329
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.2204031

Minimum	1.18
Maximum	16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	1.18
5-th percentile	1.66
Q1	1.85
median	2.35
Q3	2.35
95-th percentile	2.35
Maximum	16
Range	14.82
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	1.3851125
Coefficient of variation (CV)	0.62381131
Kurtosis	90.653221
Mean	2.2204031
Median Absolute Deviation (MAD)	0
Skewness	9.3900563
Sum	10466.98
Variance	1.9185367
Monotonicity	Not monotonic

Quantile statistics

Minimum	1916
5-th percentile	1979
Q1	1999
median	2005
Q3	2011
95-th percentile	2015
Maximum	2016
Range	100
Interquartile range (IQR)	12

Descriptive statistics

Standard deviation	12.474599
Coefficient of variation (CV)	0.0062296043
Kurtosis	7.4392126
Mean	2002.4705
Median Absolute Deviation (MAD)	6
Skewness	-2.2922733
Sum	9882192
Variance	155.61562
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2009	260	5.2%
2014	252	5.0%
2006	239	4.7%
2013	237	4.7%
2010	230	4.6%
2015	226	4.5%
2008	225	4.5%
2011	225	4.5%
2012	221	4.4%
2005	221	4.4%
Other values (81)	2599	51.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1916	1	< 0.1%
1920	1	< 0.1%
1925	1	< 0.1%
1927	1	< 0.1%
1929	2	< 0.1%
1930	1	< 0.1%
1932	1	< 0.1%
1933	2	< 0.1%
1934	1	< 0.1%
1935	1	< 0.1%

Value	Count	Frequency (%)
2016	106	2.1%
2015	226	4.5%
2014	252	5.0%
2013	237	4.7%
2012	221	4.4%
2011	225	4.5%
2010	230	4.6%
2009	260	5.2%
2008	225	4.5%
2007	204	4.0%

actor_2_fb_likes
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	917
Distinct (%)	18.2%
Missing	13
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	1651.7545

Minimum	0
Maximum	137000
Zeros	55
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	0
5-th percentile	26
Q1	281
median	595
Q3	918
95-th percentile	11000
Maximum	137000
Range	137000
Interquartile range (IQR)	637

Descriptive statistics

Standard deviation	4042.4389
Coefficient of variation (CV)	2.4473606
Kurtosis	256.79519
Mean	1651.7545
Median Absolute Deviation (MAD)	317
Skewness	9.8847332
Sum	8308325
Variance	16341312
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	309	6.1%
11000	111	2.2%
2000	100	2.0%
3000	76	1.5%
0	55	1.1%
10000	47	0.9%
14000	41	0.8%
13000	40	0.8%
826	37	0.7%
4000	34	0.7%
Other values (907)	4180	82.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	55	1.1%
2	14	0.3%
3	14	0.3%
4	12	0.2%
5	10	0.2%
6	7	0.1%
7	4	0.1%
8	9	0.2%
9	13	0.3%
10	9	0.2%

Value	Count	Frequency (%)
137000	1	< 0.1%
29000	1	< 0.1%
27000	2	< 0.1%
25000	3	0.1%
23000	6	0.1%
22000	11	0.2%
21000	4	0.1%
20000	6	0.1%
19000	7	0.1%
18000	9	0.2%

imdb_score
Real number (ℝ)

Distinct	78
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.4421376

Minimum	1.6
Maximum	9.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	1.6
5-th percentile	4.4
Q1	5.8
median	6.6
Q3	7.2
95-th percentile	8.09
Maximum	9.5
Range	7.9
Interquartile range (IQR)	1.4

Descriptive statistics

Standard deviation	1.1251159
Coefficient of variation (CV)	0.17464946
Kurtosis	0.93569151
Mean	6.4421376
Median Absolute Deviation (MAD)	0.7
Skewness	-0.74147134
Sum	32487.7
Variance	1.2658857
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.7	223	4.4%
6.6	201	4.0%
7.2	195	3.9%
6.5	186	3.7%
6.4	185	3.7%
7	184	3.6%
7.3	184	3.6%
6.8	181	3.6%
7.1	181	3.6%
6.1	179	3.5%
Other values (68)	3144	62.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.6	1	< 0.1%
1.7	1	< 0.1%
1.9	3	0.1%
2	2	< 0.1%
2.1	3	0.1%
2.2	3	0.1%
2.3	3	0.1%
2.4	2	< 0.1%
2.5	2	< 0.1%
2.6	2	< 0.1%

Value	Count	Frequency (%)
9.5	1	< 0.1%
9.3	1	< 0.1%
9.2	1	< 0.1%
9.1	3	0.1%
9	3	0.1%
8.9	5	0.1%
8.8	7	0.1%
8.7	13	0.3%
8.6	15	0.3%
8.5	24	0.5%

aspect_ratio
Real number (ℝ)

HIGH CORRELATION MISSING

Distinct	22
Distinct (%)	0.5%
Missing	329
Missing (%)	6.5%
Infinite	0
Infinite (%)	0.0%
Mean	2.2204031

Minimum	1.18
Maximum	16
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
2.35	2360	46.8%
1.85	1906	37.8%
1.78	110	2.2%
1.37	100	2.0%
1.33	68	1.3%
1.66	64	1.3%
16	45	0.9%
2.2	15	0.3%
2.39	15	0.3%
4	7	0.1%
Other values (12)	24	0.5%
(Missing)	329	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.18	1	< 0.1%
1.2	1	< 0.1%
1.33	68	1.3%
1.37	100	2.0%
1.44	1	< 0.1%
1.5	2	< 0.1%
1.66	64	1.3%
1.75	3	0.1%
1.77	1	< 0.1%
1.78	110	2.2%

Value	Count	Frequency (%)
16	45	0.9%
4	7	0.1%
2.76	3	0.1%
2.55	2	< 0.1%
2.4	3	0.1%
2.39	15	0.3%
2.35	2360	46.8%
2.24	1	< 0.1%
2.2	15	0.3%
2	5	0.1%

movie_fb_likes
Real number (ℝ)

ZEROS

Distinct	876
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7525.9645

Minimum	0
Maximum	349000
Zeros	2181
Zeros (%)	43.2%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	166
Q3	3000
95-th percentile	40000
Maximum	349000
Range	349000
Interquartile range (IQR)	3000

Descriptive statistics

Standard deviation	19320.445
Coefficient of variation (CV)	2.567172
Kurtosis	41.334437
Mean	7525.9645
Median Absolute Deviation (MAD)	166
Skewness	5.0589269
Sum	37953439
Variance	3.732796 × 10⁸
Monotonicity	Not monotonic

Quantile statistics

Minimum	1.18
5-th percentile	1.66
Q1	1.85
median	2.35
Q3	2.35
95-th percentile	2.35
Maximum	16
Range	14.82
Interquartile range (IQR)	0.5

Descriptive statistics

Standard deviation	1.3851125
Coefficient of variation (CV)	0.62381131
Kurtosis	90.653221
Mean	2.2204031
Median Absolute Deviation (MAD)	0
Skewness	9.3900563
Sum	10466.98
Variance	1.9185367
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2181	43.2%
1000	109	2.2%
11000	83	1.6%
10000	81	1.6%
12000	62	1.2%
13000	58	1.2%
2000	56	1.1%
15000	53	1.1%
14000	50	1.0%
16000	47	0.9%
Other values (866)	2263	44.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2181	43.2%
2	2	< 0.1%
3	1	< 0.1%
4	5	0.1%
5	2	< 0.1%
7	3	0.1%
8	1	< 0.1%
9	3	0.1%
10	2	< 0.1%
11	2	< 0.1%

Value	Count	Frequency (%)
349000	1	< 0.1%
199000	1	< 0.1%
197000	1	< 0.1%
191000	1	< 0.1%
190000	1	< 0.1%
175000	1	< 0.1%
166000	1	< 0.1%
165000	1	< 0.1%
164000	1	< 0.1%
153000	1	< 0.1%

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
2.35	2360	46.8%
1.85	1906	37.8%
1.78	110	2.2%
1.37	100	2.0%
1.33	68	1.3%
1.66	64	1.3%
16	45	0.9%
2.2	15	0.3%
2.39	15	0.3%
4	7	0.1%
Other values (12)	24	0.5%
(Missing)	329	6.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.18	1	< 0.1%
1.2	1	< 0.1%
1.33	68	1.3%
1.37	100	2.0%
1.44	1	< 0.1%
1.5	2	< 0.1%
1.66	64	1.3%
1.75	3	0.1%
1.77	1	< 0.1%
1.78	110	2.2%

Value	Count	Frequency (%)
16	45	0.9%
4	7	0.1%
2.76	3	0.1%
2.55	2	< 0.1%
2.4	3	0.1%
2.39	15	0.3%
2.35	2360	46.8%
2.24	1	< 0.1%
2.2	15	0.3%
2	5	0.1%

movie_fb_likes
Real number (ℝ)

ZEROS

Distinct	876
Distinct (%)	17.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7525.9645

Minimum	0
Maximum	349000
Zeros	2181
Zeros (%)	43.2%
Negative	0
Negative (%)	0.0%
Memory size	39.5 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	166
Q3	3000
95-th percentile	40000
Maximum	349000
Range	349000
Interquartile range (IQR)	3000

Descriptive statistics

Standard deviation	19320.445
Coefficient of variation (CV)	2.567172
Kurtosis	41.334437
Mean	7525.9645
Median Absolute Deviation (MAD)	166
Skewness	5.0589269
Sum	37953439
Variance	3.732796 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2181	43.2%
1000	109	2.2%
11000	83	1.6%
10000	81	1.6%
12000	62	1.2%
13000	58	1.2%
2000	56	1.1%
15000	53	1.1%
14000	50	1.0%
16000	47	0.9%
Other values (866)	2263	44.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2181	43.2%
2	2	< 0.1%
3	1	< 0.1%
4	5	0.1%
5	2	< 0.1%
7	3	0.1%
8	1	< 0.1%
9	3	0.1%
10	2	< 0.1%
11	2	< 0.1%

Value	Count	Frequency (%)
349000	1	< 0.1%
199000	1	< 0.1%
197000	1	< 0.1%
191000	1	< 0.1%
190000	1	< 0.1%
175000	1	< 0.1%
166000	1	< 0.1%
165000	1	< 0.1%
164000	1	< 0.1%
153000	1	< 0.1%

Count
Matrix

Auto

Heatmap
Table

	actor_1_fb_likes	actor_2_fb_likes	actor_3_fb_likes	aspect_ratio	budget	cast_total_fb_likes	color	content_rating	director_fb_likes	duration	facenumber_in_poster	gross	imdb_score	language	movie_fb_likes	num_critic_for_reviews	num_user_for_reviews	num_voted_users	title_year
actor_1_fb_likes	1.000	0.765	0.656	0.176	0.421	0.954	0.000	0.000	0.164	0.233	0.114	0.351	0.048	0.000	0.108	0.375	0.388	0.452	0.078
actor_2_fb_likes	0.765	1.000	0.860	0.153	0.414	0.840	0.000	0.000	0.138	0.191	0.106	0.382	-0.027	0.000	0.101	0.318	0.352	0.404	0.070
actor_3_fb_likes	0.656	0.860	1.000	0.118	0.377	0.770	0.000	0.000	0.116	0.153	0.113	0.371	-0.062	0.000	0.086	0.266	0.320	0.357	0.049
aspect_ratio	0.176	0.153	0.118	1.000	0.326	0.177	0.035	0.526	0.090	0.240	0.032	0.135	-0.017	0.000	0.088	0.244	0.158	0.183	0.279
budget	0.421	0.414	0.377	0.326	1.000	0.445	0.000	0.000	0.198	0.366	0.028	0.644	-0.046	0.588	0.104	0.457	0.480	0.544	0.103
cast_total_fb_likes	0.954	0.840	0.770	0.177	0.445	1.000	0.000	0.000	0.169	0.235	0.131	0.390	0.022	0.000	0.114	0.372	0.396	0.463	0.081
color	0.000	0.000	0.000	0.035	0.000	0.000	1.000	0.277	-0.018	-0.034	-0.000	0.070	-0.152	0.103	0.029	0.013	-0.022	-0.000	0.168
content_rating	0.000	0.000	0.000	0.526	0.000	0.000	0.277	1.000	0.010	-0.008	0.031	-0.258	0.081	0.070	-0.000	0.034	0.034	0.003	0.012
director_fb_likes	0.164	0.138	0.116	0.090	0.198	0.169	-0.018	0.010	1.000	0.206	0.012	0.184	0.135	0.155	0.042	0.240	0.254	0.275	-0.042
duration	0.233	0.191	0.153	0.240	0.366	0.235	-0.034	-0.008	0.206	1.000	0.040	0.268	0.316	0.293	0.101	0.306	0.374	0.368	-0.090
facenumber_in_poster	0.114	0.106	0.113	0.032	0.028	0.131	-0.000	0.031	0.012	0.040	1.000	-0.021	-0.087	0.021	-0.013	-0.072	-0.092	-0.039	0.065
gross	0.351	0.382	0.371	0.135	0.644	0.390	0.070	-0.258	0.184	0.268	-0.021	1.000	0.096	0.000	0.118	0.471	0.605	0.700	-0.003
imdb_score	0.048	-0.027	-0.062	-0.017	-0.046	0.022	-0.152	0.081	0.135	0.316	-0.087	0.096	1.000	0.079	0.129	0.287	0.323	0.390	-0.160
language	0.000	0.000	0.000	0.000	0.588	0.000	0.103	0.070	0.155	0.293	0.021	0.000	0.079	1.000	-0.008	-0.078	-0.132	-0.110	0.055
movie_fb_likes	0.108	0.101	0.086	0.088	0.104	0.114	0.029	-0.000	0.042	0.101	-0.013	0.118	0.129	-0.008	1.000	0.271	0.158	0.201	0.261
num_critic_for_reviews	0.375	0.318	0.266	0.244	0.457	0.372	0.013	0.034	0.240	0.306	-0.072	0.471	0.287	-0.078	0.271	1.000	0.791	0.817	0.281
num_user_for_reviews	0.388	0.352	0.320	0.158	0.480	0.396	-0.022	0.034	0.254	0.374	-0.092	0.605	0.323	-0.132	0.158	0.791	1.000	0.900	-0.136
num_voted_users	0.452	0.404	0.357	0.183	0.544	0.463	-0.000	0.003	0.275	0.368	-0.039	0.700	0.390	-0.110	0.201	0.817	0.900	1.000	-0.041
title_year	0.078	0.070	0.049	0.279	0.103	0.081	0.168	0.012	-0.042	-0.090	0.065	-0.003	-0.160	0.055	0.261	0.281	-0.136	-0.041	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	color	director_name	num_critic_for_reviews	duration	director_fb_likes	actor_3_fb_likes	actor_2_name	actor_1_fb_likes	gross	genres	actor_1_name	movie_title	num_voted_users	cast_total_fb_likes	actor_3_name	facenumber_in_poster	plot_keywords	movie_imdb_link	num_user_for_reviews	language	country	content_rating	budget	title_year	actor_2_fb_likes	imdb_score	aspect_ratio	movie_fb_likes
0	Color	James Cameron	723.0	178.0	0.0	855.0	Joel David Moore	1000.0	760505847.0	Action\|Adventure\|Fantasy\|Sci-Fi	CCH Pounder	Avatar	886204	4834	Wes Studi	0.0	avatar\|future\|marine\|native\|paraplegic	http://www.imdb.com/title/tt0499549/?ref_=fn_tt_tt_1	3054.0	English	USA	PG-13	237000000.0	2009.0	936.0	7.9	1.78	33000
1	Color	Gore Verbinski	302.0	169.0	563.0	1000.0	Orlando Bloom	40000.0	309404152.0	Action\|Adventure\|Fantasy	Johnny Depp	Pirates of the Caribbean: At World's End	471220	48350	Jack Davenport	0.0	goddess\|marriage ceremony\|marriage proposal\|pirate\|singapore	http://www.imdb.com/title/tt0449088/?ref_=fn_tt_tt_1	1238.0	English	USA	PG-13	300000000.0	2007.0	5000.0	7.1	2.35	0
2	Color	Sam Mendes	602.0	148.0	0.0	161.0	Rory Kinnear	11000.0	200074175.0	Action\|Adventure\|Thriller	Christoph Waltz	Spectre	275868	11700	Stephanie Sigman	1.0	bomb\|espionage\|sequel\|spy\|terrorist	http://www.imdb.com/title/tt2379713/?ref_=fn_tt_tt_1	994.0	English	UK	PG-13	245000000.0	2015.0	393.0	6.8	2.35	85000
3	Color	Christopher Nolan	813.0	164.0	22000.0	23000.0	Christian Bale	27000.0	448130642.0	Action\|Thriller	Tom Hardy	The Dark Knight Rises	1144337	106759	Joseph Gordon-Levitt	0.0	deception\|imprisonment\|lawlessness\|police officer\|terrorist plot	http://www.imdb.com/title/tt1345836/?ref_=fn_tt_tt_1	2701.0	English	USA	PG-13	250000000.0	2012.0	23000.0	8.5	2.35	164000
4	NaN	Doug Walker	NaN	NaN	131.0	NaN	Rob Walker	131.0	NaN	Documentary	Doug Walker	Star Wars: Episode VII - The Force Awakens	8	143	NaN	0.0	NaN	http://www.imdb.com/title/tt5289954/?ref_=fn_tt_tt_1	NaN	NaN	NaN	NaN	NaN	NaN	12.0	7.1	NaN	0
5	Color	Andrew Stanton	462.0	132.0	475.0	530.0	Samantha Morton	640.0	73058679.0	Action\|Adventure\|Sci-Fi	Daryl Sabara	John Carter	212204	1873	Polly Walker	1.0	alien\|american civil war\|male nipple\|mars\|princess	http://www.imdb.com/title/tt0401729/?ref_=fn_tt_tt_1	738.0	English	USA	PG-13	263700000.0	2012.0	632.0	6.6	2.35	24000
6	Color	Sam Raimi	392.0	156.0	0.0	4000.0	James Franco	24000.0	336530303.0	Action\|Adventure\|Romance	J.K. Simmons	Spider-Man 3	383056	46055	Kirsten Dunst	0.0	sandman\|spider man\|symbiote\|venom\|villain	http://www.imdb.com/title/tt0413300/?ref_=fn_tt_tt_1	1902.0	English	USA	PG-13	258000000.0	2007.0	11000.0	6.2	2.35	0
7	Color	Nathan Greno	324.0	100.0	15.0	284.0	Donna Murphy	799.0	200807262.0	Adventure\|Animation\|Comedy\|Family\|Fantasy\|Musical\|Romance	Brad Garrett	Tangled	294810	2036	M.C. Gainey	1.0	17th century\|based on fairy tale\|disney\|flower\|tower	http://www.imdb.com/title/tt0398286/?ref_=fn_tt_tt_1	387.0	English	USA	PG	260000000.0	2010.0	553.0	7.8	1.85	29000
8	Color	Joss Whedon	635.0	141.0	0.0	19000.0	Robert Downey Jr.	26000.0	458991599.0	Action\|Adventure\|Sci-Fi	Chris Hemsworth	Avengers: Age of Ultron	462669	92000	Scarlett Johansson	4.0	artificial intelligence\|based on comic book\|captain america\|marvel cinematic universe\|superhero	http://www.imdb.com/title/tt2395427/?ref_=fn_tt_tt_1	1117.0	English	USA	PG-13	250000000.0	2015.0	21000.0	7.5	2.35	118000
9	Color	David Yates	375.0	153.0	282.0	10000.0	Daniel Radcliffe	25000.0	301956980.0	Adventure\|Family\|Fantasy\|Mystery	Alan Rickman	Harry Potter and the Half-Blood Prince	321795	58753	Rupert Grint	3.0	blood\|book\|love\|potion\|professor	http://www.imdb.com/title/tt0417741/?ref_=fn_tt_tt_1	973.0	English	UK	PG	250000000.0	2009.0	11000.0	7.5	2.35	10000

	color	director_name	num_critic_for_reviews	duration	director_fb_likes	actor_3_fb_likes	actor_2_name	actor_1_fb_likes	gross	genres	actor_1_name	movie_title	num_voted_users	cast_total_fb_likes	actor_3_name	facenumber_in_poster	plot_keywords	movie_imdb_link	num_user_for_reviews	language	country	content_rating	budget	title_year	actor_2_fb_likes	imdb_score	aspect_ratio	movie_fb_likes
5033	Color	Shane Carruth	143.0	77.0	291.0	8.0	David Sullivan	291.0	424760.0	Drama\|Sci-Fi\|Thriller	Shane Carruth	Primer	72639	368	Casey Gooden	0.0	changing the future\|independent film\|invention\|nonlinear timeline\|time travel	http://www.imdb.com/title/tt0390384/?ref_=fn_tt_tt_1	371.0	English	USA	PG-13	7000.0	2004.0	45.0	7.0	1.85	19000
5034	Color	Neill Dela Llana	35.0	80.0	0.0	0.0	Edgar Tancangco	0.0	70071.0	Thriller	Ian Gamazon	Cavite	589	0	Quynn Ton	0.0	jihad\|mindanao\|philippines\|security guard\|squatter	http://www.imdb.com/title/tt0428303/?ref_=fn_tt_tt_1	35.0	English	Philippines	Not Rated	7000.0	2005.0	0.0	6.3	NaN	74
5035	Color	Robert Rodriguez	56.0	81.0	0.0	6.0	Peter Marquardt	121.0	2040920.0	Action\|Crime\|Drama\|Romance\|Thriller	Carlos Gallardo	El Mariachi	52055	147	Consuelo Gómez	0.0	assassin\|death\|guitar\|gun\|mariachi	http://www.imdb.com/title/tt0104815/?ref_=fn_tt_tt_1	130.0	Spanish	USA	R	7000.0	1992.0	20.0	6.9	1.37	0
5036	Color	Anthony Vallone	NaN	84.0	2.0	2.0	John Considine	45.0	NaN	Crime\|Drama	Richard Jewell	The Mongol King	36	93	Sara Stepnicka	0.0	jewell\|mongol\|nostradamus\|stepnicka\|vallone	http://www.imdb.com/title/tt0430371/?ref_=fn_tt_tt_1	1.0	English	USA	PG-13	3250.0	2005.0	44.0	7.8	NaN	4
5037	Color	Edward Burns	14.0	95.0	0.0	133.0	Caitlin FitzGerald	296.0	4584.0	Comedy\|Drama	Kerry Bishé	Newlyweds	1338	690	Daniella Pineda	1.0	written and directed by cast member	http://www.imdb.com/title/tt1880418/?ref_=fn_tt_tt_1	14.0	English	USA	Not Rated	9000.0	2011.0	205.0	6.4	NaN	413
5038	Color	Scott Smith	1.0	87.0	2.0	318.0	Daphne Zuniga	637.0	NaN	Comedy\|Drama	Eric Mabius	Signed Sealed Delivered	629	2283	Crystal Lowe	2.0	fraud\|postal worker\|prison\|theft\|trial	http://www.imdb.com/title/tt3000844/?ref_=fn_tt_tt_1	6.0	English	Canada	NaN	NaN	2013.0	470.0	7.7	NaN	84
5039	Color	NaN	43.0	43.0	NaN	319.0	Valorie Curry	841.0	NaN	Crime\|Drama\|Mystery\|Thriller	Natalie Zea	The Following	73839	1753	Sam Underwood	1.0	cult\|fbi\|hideout\|prison escape\|serial killer	http://www.imdb.com/title/tt2071645/?ref_=fn_tt_tt_1	359.0	English	USA	TV-14	NaN	NaN	593.0	7.5	16.00	32000
5040	Color	Benjamin Roberds	13.0	76.0	0.0	0.0	Maxwell Moody	0.0	NaN	Drama\|Horror\|Thriller	Eva Boehnke	A Plague So Pleasant	38	0	David Chandler	0.0	NaN	http://www.imdb.com/title/tt2107644/?ref_=fn_tt_tt_1	3.0	English	USA	NaN	1400.0	2013.0	0.0	6.3	NaN	16
5041	Color	Daniel Hsia	14.0	100.0	0.0	489.0	Daniel Henney	946.0	10443.0	Comedy\|Drama\|Romance	Alan Ruck	Shanghai Calling	1255	2386	Eliza Coupe	5.0	NaN	http://www.imdb.com/title/tt2070597/?ref_=fn_tt_tt_1	9.0	English	USA	PG-13	NaN	2012.0	719.0	6.3	2.35	660
5042	Color	Jon Gunn	43.0	90.0	16.0	16.0	Brian Herzlinger	86.0	85222.0	Documentary	John August	My Date with Drew	4285	163	Jon Gunn	0.0	actress name in title\|crush\|date\|four word title\|video camera	http://www.imdb.com/title/tt0378407/?ref_=fn_tt_tt_1	84.0	English	USA	PG	1100.0	2004.0	23.0	6.6	1.85	456

Most frequently occurring

	color	director_name	num_critic_for_reviews	duration	director_fb_likes	actor_3_fb_likes	actor_2_name	actor_1_fb_likes	gross	genres	actor_1_name	movie_title	num_voted_users	cast_total_fb_likes	actor_3_name	facenumber_in_poster	plot_keywords	movie_imdb_link	num_user_for_reviews	language	country	content_rating	budget	title_year	actor_2_fb_likes	imdb_score	aspect_ratio	movie_fb_likes	# duplicates
0	Black and White	George A. Romero	284.0	96.0	0.0	56.0	Duane Jones	125.0	236452.0	Drama\|Horror\|Mystery	Judith O'Dea	Night of the Living Dead	87978	403	S. William Hinzman	5.0	cemetery\|farmhouse\|radiation\|running out of gas\|zombie	http://www.imdb.com/title/tt0063350/?ref_=fn_tt_tt_1	580.0	English	USA	Unrated	114000.0	1968.0	108.0	8.0	1.85	0	2
1	Black and White	Yimou Zhang	283.0	80.0	611.0	576.0	Tony Chiu Wai Leung	5000.0	84961.0	Action\|Adventure\|History	Jet Li	Hero	149414	6229	Maggie Cheung	4.0	china\|flying\|king\|palace\|sword	http://www.imdb.com/title/tt0299977/?ref_=fn_tt_tt_1	841.0	Mandarin	China	PG-13	31000000.0	2002.0	643.0	7.9	2.35	0	2
2	Color	Albert Hughes	208.0	122.0	117.0	140.0	Jason Flemyng	40000.0	31598308.0	Horror\|Mystery\|Thriller	Johnny Depp	From Hell	124765	41636	Ian Richardson	1.0	freemason\|jack the ripper\|opium\|prostitute\|victorian era	http://www.imdb.com/title/tt0120681/?ref_=fn_tt_tt_1	541.0	English	USA	R	35000000.0	2001.0	1000.0	6.8	2.35	0	2
3	Color	Angelina Jolie Pitt	322.0	137.0	11000.0	465.0	Jack O'Connell	769.0	115603980.0	Biography\|Drama\|Sport\|War	Finn Wittrock	Unbroken	103589	2938	Alex Russell	0.0	emaciation\|male nudity\|plane crash\|prisoner of war\|torture	http://www.imdb.com/title/tt1809398/?ref_=fn_tt_tt_1	351.0	English	USA	PG-13	65000000.0	2014.0	698.0	7.2	2.35	35000	2
4	Color	Bill Condon	322.0	115.0	386.0	12000.0	Kristen Stewart	21000.0	292298923.0	Adventure\|Drama\|Fantasy\|Romance	Robert Pattinson	The Twilight Saga: Breaking Dawn - Part 2	185394	59177	Taylor Lautner	3.0	battle\|friend\|super strength\|vampire\|vision	http://www.imdb.com/title/tt1673434/?ref_=fn_tt_tt_1	329.0	English	USA	PG-13	120000000.0	2012.0	17000.0	5.5	2.35	65000	2
5	Color	Brett Ratner	245.0	101.0	420.0	467.0	Rufus Sewell	12000.0	72660029.0	Action\|Adventure	Dwayne Johnson	Hercules	115687	16235	Ingrid Bolsø Berdal	0.0	army\|greek mythology\|hercules\|king\|mercenary	http://www.imdb.com/title/tt1267297/?ref_=fn_tt_tt_1	269.0	English	USA	PG-13	100000000.0	2014.0	3000.0	6.0	2.35	21000	2
6	Color	Bruce McCulloch	52.0	85.0	54.0	455.0	Megan Mullally	985.0	13973532.0	Comedy\|Crime	Martin Starr	Stealing Harvard	11211	3065	Chris Penn	1.0	black humor\|crying during sex\|harvard\|humor\|man with glasses	http://www.imdb.com/title/tt0265808/?ref_=fn_tt_tt_1	92.0	English	USA	PG-13	25000000.0	2002.0	637.0	5.1	1.85	215	2
7	Color	Dan Curtis	NaN	99.0	45.0	224.0	Campbell Scott	1000.0	NaN	Fantasy\|Romance	Jennifer Jason Leigh	The Love Letter	1465	2166	Estelle Parsons	1.0	antique\|desk\|letter\|love\|time travel	http://www.imdb.com/title/tt0140340/?ref_=fn_tt_tt_1	56.0	English	USA	Unrated	NaN	1998.0	393.0	7.4	1.33	515	2
8	Color	Danny Boyle	393.0	101.0	0.0	888.0	Spencer Wilding	3000.0	2319187.0	Crime\|Drama\|Mystery\|Thriller	Rosario Dawson	Trance	92640	5056	Tuppence Middleton	0.0	amnesia\|criminal\|heist\|hypnotherapy\|lost painting	http://www.imdb.com/title/tt1924429/?ref_=fn_tt_tt_1	212.0	English	UK	R	20000000.0	2013.0	1000.0	7.0	2.35	23000	2
9	Color	David Hewlett	8.0	88.0	686.0	405.0	David Hewlett	847.0	NaN	Comedy	Christopher Judge	A Dog's Breakfast	3262	2364	Paul McGillion	2.0	dog\|vegetarian	http://www.imdb.com/title/tt0796314/?ref_=fn_tt_tt_1	46.0	English	Canada	NaN	120000.0	2007.0	686.0	7.0	1.78	377	2

Overview

Variables

Common Values

Length

Common Values (Plot)

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(unknown)

Most occurring scripts

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(unknown)

Most occurring characters

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Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters